{
 "id": "re326a756eb4",
 "found": true,
 "parent_id": "r37b67951cba",
 "created_at": "2026-08-31 21:05:45.036713+00:00",
 "rows": [
  {
   "url": "https://github.com/kyrolabs/awesome-agents",
   "title": "GitHub - kyrolabs/awesome-agents: \ud83e\udd16 Awesome list of AI Agents",
   "projects": [
    {
     "project": "Awesome ADE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Transformers Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "e2b",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agency-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vectara-agentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Context Engine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ailoy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cortex Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LoongFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pilot Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hcom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ConnectOnion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SwarmClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aeon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cordum",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "trpc-agent-go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentlas-OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lobu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenProgram",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SandBase Harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voice Lab",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open-RAG-Eval",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize-Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Manifest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-qa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Latitude",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawMetry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RepoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ThinkGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PyCodeAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MicroAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentRun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vision agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypedAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReviewCerberus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dorothy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Greywall",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestro Orchestrate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "amux",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentsMesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KubeStellar Console",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ctop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Frontman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nanocoder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zeroshot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "h5i",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Paperclip",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Teams AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tura",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orca",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fractal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCodeReview",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BitFun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CompozyOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros (Agent OS)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://the-agent-report.com/2026/05/ultimate-guide-open-source-ai-agent-frameworks",
   "title": "Ultimate Guide to Open Source AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangChain / LangGraph",
     "category": null,
     "github_url": null,
     "stars": "170000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen (AG2)",
     "category": null,
     "github_url": null,
     "stars": "48000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "38000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "22000",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": "28000",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "21000",
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pinklloyds.com/news/top-ai-agentic-frameworks-2025",
   "title": "Top AI Agentic Frameworks in 2025\u20132026: The Definitive Guide",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "366000",
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "141000",
     "description": null,
     "license": null
    },
    {
     "project": "GSD (Get Stuff Done)",
     "category": null,
     "github_url": null,
     "stars": "61100",
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": "91000",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "180000",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "22000",
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": "45000",
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": "26000",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "136000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "54600",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "44300",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "39100",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "24800",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "17800",
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": "18000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/huang-yi-dae/agents-radar/issues/568",
   "title": "Open-Source Trending Daily Report 2026-08-26",
   "projects": [
    {
     "project": "apache/maka",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TauricResearch/TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "tinyhumansai/openhuman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shubhamsaboo/awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai/codex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DietrichGebert/ponytail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NousResearch/hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "236000",
     "description": null,
     "license": null
    },
    {
     "project": "shareAI-lab/learn-claude-code",
     "category": null,
     "github_url": null,
     "stars": "75000",
     "description": null,
     "license": null
    },
    {
     "project": "Panniantong/Agent-Reach",
     "category": null,
     "github_url": null,
     "stars": "75000",
     "description": null,
     "license": null
    },
    {
     "project": "ScrapeGraphAI",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": "11000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2606.04967v1",
   "title": "From Prompt to Process: a Process Taxonomy and Comparative Assessment of Frameworks Supporting AI Software Development Agents",
   "projects": [
    {
     "project": "GitHub Spec Kit",
     "category": null,
     "github_url": null,
     "stars": "106786.0",
     "description": null,
     "license": null
    },
    {
     "project": "Get Shit Done, GSD",
     "category": null,
     "github_url": null,
     "stars": "63754.0",
     "description": null,
     "license": null
    },
    {
     "project": "OpenSpec",
     "category": null,
     "github_url": null,
     "stars": "51404.0",
     "description": null,
     "license": null
    },
    {
     "project": "BMAD Method",
     "category": null,
     "github_url": null,
     "stars": "48209.0",
     "description": null,
     "license": null
    },
    {
     "project": "Spec Kitty",
     "category": null,
     "github_url": null,
     "stars": "1273.0",
     "description": null,
     "license": null
    },
    {
     "project": "Reversa",
     "category": null,
     "github_url": null,
     "stars": "1100.0",
     "description": null,
     "license": null
    },
    {
     "project": "claude-code-spec-workflow",
     "category": null,
     "github_url": null,
     "stars": "3748.0",
     "description": null,
     "license": null
    },
    {
     "project": "Spec-Flow",
     "category": null,
     "github_url": null,
     "stars": "85.0",
     "description": null,
     "license": null
    },
    {
     "project": "Tessl",
     "category": null,
     "github_url": null,
     "stars": "38.0",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2606.04967v1",
   "title": "From Prompt to Process: a Process Taxonomy and Comparative Assessment of Frameworks Supporting AI Software Development Agents",
   "projects": [
    {
     "project": "GitHub Spec Kit",
     "category": null,
     "github_url": null,
     "stars": "106786",
     "description": null,
     "license": null
    },
    {
     "project": "Get Shit Done",
     "category": null,
     "github_url": null,
     "stars": "63754",
     "description": null,
     "license": null
    },
    {
     "project": "OpenSpec",
     "category": null,
     "github_url": null,
     "stars": "51404",
     "description": null,
     "license": null
    },
    {
     "project": "BMAD Method",
     "category": null,
     "github_url": null,
     "stars": "48209",
     "description": null,
     "license": null
    },
    {
     "project": "Spec Kitty",
     "category": null,
     "github_url": null,
     "stars": "1273",
     "description": null,
     "license": null
    },
    {
     "project": "Reversa",
     "category": null,
     "github_url": null,
     "stars": "1100",
     "description": null,
     "license": null
    },
    {
     "project": "claude-code-spec-workflow",
     "category": null,
     "github_url": null,
     "stars": "3748",
     "description": null,
     "license": null
    },
    {
     "project": "Spec-Flow",
     "category": null,
     "github_url": null,
     "stars": "85",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2606.04967",
   "title": "From Prompt to Process: a Process Taxonomy and Comparative Assessment of Frameworks Supporting AI Software Development Agents",
   "projects": [
    {
     "project": "GitHub Spec Kit",
     "category": null,
     "github_url": null,
     "stars": "106786",
     "description": null,
     "license": null
    },
    {
     "project": "Get Shit Done (GSD)",
     "category": null,
     "github_url": null,
     "stars": "63754",
     "description": null,
     "license": null
    },
    {
     "project": "OpenSpec",
     "category": null,
     "github_url": null,
     "stars": "51404",
     "description": null,
     "license": null
    },
    {
     "project": "BMAD Method",
     "category": null,
     "github_url": null,
     "stars": "48209",
     "description": null,
     "license": null
    },
    {
     "project": "Spec Kitty",
     "category": null,
     "github_url": null,
     "stars": "1273",
     "description": null,
     "license": null
    },
    {
     "project": "Reversa",
     "category": null,
     "github_url": null,
     "stars": "1100",
     "description": null,
     "license": null
    },
    {
     "project": "claude-code-spec-workflow",
     "category": null,
     "github_url": null,
     "stars": "3748",
     "description": null,
     "license": null
    },
    {
     "project": "Spec-Flow",
     "category": null,
     "github_url": null,
     "stars": "85",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://the-agent-report.com/2026/07/ai-agent-frameworks-comparison-2026-langgraph-crewai-autogen",
   "title": "AI Agent Frameworks in Mid-2026: The Complete Landscape \u2014 LangGraph, OpenAI SDK, CrewAI, AutoGen, and Everything In Between",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "33900.0",
     "description": null,
     "license": null
    },
    {
     "project": null,
     "category": "Graph-based",
     "github_url": "https://github.555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555555550005-08-31T05:05:05Z",
     "stars": null,
     "description": null,
     "license": "Apache-2.0"
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "144000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": "Low-code",
     "github_url": "https://github.com/langgenius/dify",
     "stars": "144000.0",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": "Role-based",
     "github_url": "https://github.com/microsoft/autogen",
     "stars": "58700",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "Role-based",
     "github_url": "https://github.com/crewAIInc/crewAI",
     "stars": "52800",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": "Handoff-driven",
     "github_url": "https://github.com/openai/openai-agents-python",
     "stars": "26900",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": "Graph + Tasks",
     "github_url": "https://github.com/google/adk-python",
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": "Graph-based",
     "github_url": "https://github.com/microsoft/agent-framework",
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": "Graph-based",
     "github_url": "https://github.com/mastra-ai/mastra",
     "stars": null,
     "description": null,
     "license": "Apache-2.0"
    },
    {
     "project": "Haystack",
     "category": "Pipeline/RAG",
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": "Type-safe",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": "https://github.com/anthropics/claude-agent-sdk-python",
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": "https://github.com/vercel/ai",
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": "https://github.com/huggingface/smolagents",
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": "https://github.com/strands-agents/sdk-python",
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://www.langchain.com/resources/ai-agent-frameworks",
   "title": "The best AI agent frameworks in 2026",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "134000",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "49200",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": "9600",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": "347",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "22200",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "23000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://hackernoon.com/an-unattended-ai-agent-patched-security-holes-in-repos-with-21-million-combined-stars",
   "title": "An Unattended AI Agent Patched Security Holes in Repos With 2.1 Million Combined Stars",
   "projects": [
    {
     "project": "Aeon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2604.06392v1",
   "title": "A Universal Operating System for AI Agent Orchestration",
   "projects": [
    {
     "project": "Qualixar OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOrchestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aimagicx.com/blog/best-open-source-ai-agent-frameworks-2026",
   "title": "The Best Open-Source AI Agent Frameworks in 2026: OpenClaw, AutoGen, CrewAI, LangGraph, and More",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "2800000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000050000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/DivyanshT91162/status/2091450668141916642",
   "title": "divyansh tiwari (@DivyanshT91162) on X",
   "projects": [
    {
     "project": "Browser Use",
     "category": "agent application",
     "github_url": "https://github.com/browser-use/browser-use",
     "stars": null,
     "description": "Let AI agents control a real browser and complete web tasks autonomously.",
     "license": null
    },
    {
     "project": "OpenHands",
     "category": "agent application",
     "github_url": "https://github.com/OpenHands/OpenHands",
     "stars": null,
     "description": "Open-source AI software engineers that can code, browse, use terminals and work on repositories.",
     "license": null
    },
    {
     "project": "Agno",
     "category": "agent development framework",
     "github_url": "https://github.com/agno-agi/agno",
     "stars": null,
     "description": "Build fast, production-ready AI agents with memory, tools, knowledge and multi-agent teams.",
     "license": null
    },
    {
     "project": "smolagents",
     "category": "agentic framework/library",
     "github_url": "https://github.com/huggingface/smolagents",
     "stars": null,
     "description": "Hugging Face's lightweight framework for building agents that can write and execute code.",
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": "agent development framework",
     "github_url": "https://github.com/pydantic/pydantic-ai",
     "stars": null,
     "description": "Build reliable, type-safe AI agents with structured outputs, tools and model flexibility.",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "multi-agent system",
     "github_url": "https://github.com/crewAIInc/crewAI",
     "stars": null,
     "description": "Create teams of AI agents that collaborate on complex tasks with different roles.",
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agent orchestration framework",
     "github_url": "https://github.com/langchain-ai/langgraph",
     "stars": null,
     "description": "Build stateful agents with memory, persistence and controllable multi-step workflows.",
     "license": null
    },
    {
     "project": "AutoGen",
     "category": "multi-agent system",
     "github_url": "https://github.com/microsoft/autogen",
     "stars": null,
     "description": "A powerful framework for building conversational and multi-agent AI systems.",
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": "agent application",
     "github_url": "https://github.com/run-llama/llama_index",
     "stars": null,
     "description": "Connect AI agents to your private data, documents and external knowledge sources.",
     "license": null
    },
    {
     "project": "Mastra",
     "category": "agent development framework",
     "github_url": "https://github.com/mastra-ai/mastra",
     "stars": null,
     "description": "A TypeScript framework for building AI agents, workflows, tools and memory.",
     "license": null
    },
    {
     "project": "Letta",
     "category": "agent development framework",
     "github_url": "https://github.com/letta-ai/letta",
     "stars": null,
     "description": "Build stateful agents with persistent memory that can learn and improve over time.",
     "license": null
    },
    {
     "project": "Cline",
     "category": "agent application",
     "github_url": "https://github.com/cline/cline",
     "stars": null,
     "description": "An open-source coding agent that can edit files, run commands and work directly inside your IDE.",
     "license": null
    },
    {
     "project": "Aider",
     "category": "agent application",
     "github_url": "https://github.com/Aider-AI/aider",
     "stars": null,
     "description": "AI pair programming directly in your terminal, built to work with real Git repositories.",
     "license": null
    }
   ]
  },
  {
   "url": "https://scriptbyai.com/best-ai-agents",
   "title": "Automate Anything: 10 Best & Open-source AI Agents Of 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "373211",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "184429",
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "157728",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": "104314",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "94646",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "74147",
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": "68677",
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": "60300",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "45537",
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": "42781",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dolthub.com/blog/2026-08-17-top-5-agent-engineered-open-source-projects",
   "title": "The Top 5 Agent-Engineered Open Source Projects",
   "projects": [
    {
     "project": "FastRender",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "one-agent-one-browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude\u2019s C Compiler",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JSSE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VibeSQL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "beads_rust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bun\u2019s Zig-to-Rust rewrite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor\u2019s SQLite experiment",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DoltLite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Beads",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gas Town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dumbo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VibeTensor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Symphony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Loom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ghidra Headless MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CXDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/DivyanshT91162/status/2093021663793426776",
   "title": "divyansh tiwari (@DivyanshT91162) on X",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Plugins",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Scientific Agent Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude-Mem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Engineering From Scratch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superpowers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome LLM Apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://moclaw.ai/blog/top-ai-agent-repos-2026",
   "title": "Top AI Agent Repos 2026: Star Velocity vs Total Stars",
   "projects": [
    {
     "project": "Significant-Gravitas/AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "183848",
     "description": null,
     "license": null
    },
    {
     "project": "affaan-m/everything-claude-code",
     "category": null,
     "github_url": null,
     "stars": "168994",
     "description": null,
     "license": null
    },
    {
     "project": "langgenius/Dify",
     "category": null,
     "github_url": null,
     "stars": "139482",
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchain",
     "category": null,
     "github_url": null,
     "stars": "135226",
     "description": null,
     "license": null
    },
    {
     "project": "NousResearch/hermes-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "code-yeongyu/oh-my-openagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://zarifautomates.com/blog/best-open-source-ai-agent-tools",
   "title": "Best Open Source AI Agent Tools",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "47800",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "129800",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://autolearningagents.com/open-source-ai-agents/github-stars-ranking.php",
   "title": "Open Source AI Agents Ranked by GitHub Stars",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "40000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/duanyytop/agents-radar/issues/2888",
   "title": "\ud83d\udcc8 AI Open Source Trends 2026-08-25",
   "projects": [
    {
     "project": "NousResearch/hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "235763.0",
     "description": null,
     "license": null
    },
    {
     "project": "Significant-Gravitas/AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "186852.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fungies.io/top-github-repositories-ai-agent-frameworks-2026",
   "title": "Top 20 GitHub Repositories for AI Agents in 2026 (Ranked by Stars)",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "183164",
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": "146595",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "136278",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "132476",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": "100337",
     "description": null,
     "license": null
    },
    {
     "project": "Browser-use",
     "category": null,
     "github_url": null,
     "stars": "86164",
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": "77200",
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": "74778",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "66673",
     "description": null,
     "license": null
    },
    {
     "project": "OpenBB",
     "category": null,
     "github_url": null,
     "stars": "65442",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "56730",
     "description": null,
     "license": null
    },
    {
     "project": "AI Agents for Beginners",
     "category": null,
     "github_url": null,
     "stars": "56002",
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": "52047",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "51582",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "48117",
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": "44938",
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": "42984",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "39189",
     "description": null,
     "license": null
    },
    {
     "project": "MindsDB",
     "category": null,
     "github_url": null,
     "stars": "38910",
     "description": null,
     "license": null
    },
    {
     "project": "ToolJet",
     "category": null,
     "github_url": null,
     "stars": "37717",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agent-kits.com/blog/best-open-source-agent-kits-2025",
   "title": "The Best Open-Source Agent Kits for Building AI Agents (Updated June 2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "44600",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen / AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://futureagi.com/blog/oss-agent-frameworks-2026",
   "title": "Comparing Open-Source AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "31000.0",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agentic framework/library",
     "github_url": "https://github.com/langchain-ai/langgraph",
     "stars": null,
     "description": "Stateful multi-agent workflows",
     "license": "MIT"
    },
    {
     "project": "CrewAI",
     "category": "agentic framework/library",
     "github_url": "https://github.com/crewAIInc/crewAI",
     "stars": "51000",
     "description": "Role-based agent teams",
     "license": "MIT"
    },
    {
     "project": "AutoGen",
     "category": "agentic framework/library",
     "github_url": "https://github.com/microsoft/autogen",
     "stars": "58000",
     "description": "Microsoft and research-style multi-agent",
     "license": "Code MIT, docs CC-BY-4.0"
    },
    {
     "project": "smolagents",
     "category": "agentic framework/library",
     "github_url": "https://github.com/huggingface/smolagents",
     "stars": "27000",
     "description": "Minimal-code agent prototyping",
     "license": "Apache 2.0"
    },
    {
     "project": "AGNO",
     "category": "agentic framework/library",
     "github_url": "https://github.com/agno-agi/agno",
     "stars": "40000",
     "description": "Lightweight production agents",
     "license": "Apache 2.0"
    },
    {
     "project": "Letta",
     "category": "agentic framework/library",
     "github_url": "https://github.com/letta-ai/letta",
     "stars": "22000",
     "description": "Persistent-memory agents",
     "license": "Apache 2.0"
    },
    {
     "project": "LlamaIndex Agent",
     "category": "agentic framework/library",
     "github_url": "https://github.com/run-llama/llama_index",
     "stars": "49000",
     "description": "Retrieval-centered agents",
     "license": "MIT"
    },
    {
     "project": "AG2",
     "category": "agentic framework/library",
     "github_url": "https://github.com/ag2ai/ag2",
     "stars": null,
     "description": "Community-maintained fork of AutoGen",
     "license": "Apache 2.0"
    }
   ]
  },
  {
   "url": "https://x.com/DivyanshT91162/status/2091879586045018406",
   "title": "divyansh tiwari (@DivyanshT91162) on X",
   "projects": [
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentMemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Diagram Design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Scientific Agent Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome Harness Engineering",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Cybersecurity Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Job Search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://youtube.com/watch?v=fwDyOvUOmy8",
   "title": "GitHub Trending Today #46: iris, Wake, Maka, threeui, openbot, MangoDisk, zoetrope, Amagine3D, Jixu",
   "projects": [
    {
     "project": "Iris",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wake",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Apache Mocha",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open bot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mango Disk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Terminal Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Scandinavian design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marketing OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zootrope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Imagined 3D",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto prompt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude DB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jixsu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nopus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microlighter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Benjamin Plus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Full stack agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Paper aquarium",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ProCoder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kinder Grim",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Renox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Highlight Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vomit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Scroll Craft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes 3D",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "H flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Brave",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SSH clipboard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AlvaMethod",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2606.24429v1",
   "title": "Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeRabbit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Replit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Windsurf",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sourcery",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sweep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PR-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSource",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://htek.dev/articles/all-agent-harnesses-live-comparison",
   "title": "All Agent Harnesses: The Live Comparison \u0393\u00c7\u00f6 htek.dev",
   "projects": [
    {
     "project": "Omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mozilla Otari",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "26000",
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://findarepo.com/categories/ai-agents",
   "title": "30 Best AI Agent GitHub Repos (July 2026) \u2014 Frameworks & Tools, Ranked Daily | findarepo",
   "projects": [
    {
     "project": "OmniRoute",
     "category": null,
     "github_url": null,
     "stars": "35000",
     "description": null,
     "license": null
    },
    {
     "project": "orca",
     "category": null,
     "github_url": null,
     "stars": "33000",
     "description": null,
     "license": null
    },
    {
     "project": "graphify",
     "category": null,
     "github_url": null,
     "stars": "99000",
     "description": null,
     "license": null
    },
    {
     "project": "ai-job-search",
     "category": null,
     "github_url": null,
     "stars": "29000",
     "description": null,
     "license": null
    },
    {
     "project": "ponytail",
     "category": null,
     "github_url": null,
     "stars": "92000",
     "description": null,
     "license": null
    },
    {
     "project": "ECC",
     "category": null,
     "github_url": null,
     "stars": "236000",
     "description": null,
     "license": null
    },
    {
     "project": "firecrawl",
     "category": null,
     "github_url": null,
     "stars": "158000",
     "description": null,
     "license": null
    },
    {
     "project": "hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "223000",
     "description": null,
     "license": null
    },
    {
     "project": "ai-engineering-from-scratch",
     "category": null,
     "github_url": null,
     "stars": "45000",
     "description": null,
     "license": null
    },
    {
     "project": "DeepTutor",
     "category": null,
     "github_url": null,
     "stars": "31000",
     "description": null,
     "license": null
    },
    {
     "project": "awesome-claude-skills",
     "category": null,
     "github_url": null,
     "stars": "71000",
     "description": null,
     "license": null
    },
    {
     "project": "open-design",
     "category": null,
     "github_url": null,
     "stars": "83000",
     "description": null,
     "license": null
    },
    {
     "project": "system_prompts_leaks",
     "category": null,
     "github_url": null,
     "stars": "61000",
     "description": null,
     "license": null
    },
    {
     "project": "khazix-skills",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "107000",
     "description": null,
     "license": null
    },
    {
     "project": "9router",
     "category": null,
     "github_url": null,
     "stars": "24000",
     "description": null,
     "license": null
    },
    {
     "project": "ruflo",
     "category": null,
     "github_url": null,
     "stars": "67000",
     "description": null,
     "license": null
    },
    {
     "project": "ai-website-cloner-template",
     "category": null,
     "github_url": null,
     "stars": "31000",
     "description": null,
     "license": null
    },
    {
     "project": "PageIndex",
     "category": null,
     "github_url": null,
     "stars": "35000",
     "description": null,
     "license": null
    },
    {
     "project": "claude-mem",
     "category": null,
     "github_url": null,
     "stars": "89000",
     "description": null,
     "license": null
    },
    {
     "project": "page-agent",
     "category": null,
     "github_url": null,
     "stars": "28000",
     "description": null,
     "license": null
    },
    {
     "project": "ragflow",
     "category": null,
     "github_url": null,
     "stars": "86000",
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": "143000",
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": "38000",
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": "62000",
     "description": null,
     "license": null
    },
    {
     "project": "ai-agents-for-beginners",
     "category": null,
     "github_url": null,
     "stars": "71000",
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic-Cybersecurity-Skills",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": "78000",
     "description": null,
     "license": null
    },
    {
     "project": "awesome-agent-skills",
     "category": null,
     "github_url": null,
     "stars": "29000",
     "description": null,
     "license": null
    },
    {
     "project": "FinceptTerminal",
     "category": null,
     "github_url": null,
     "stars": "29000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://firecrawl.dev/blog/best-open-source-agent-frameworks-2025",
   "title": "The best open source frameworks for building AI agents in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "24800.000000000004",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "19000.0",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "54600.0",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "44300.0",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "17800.0",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "129800.0",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "21200.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theagentsindex.com/blog/github-star-velocity-open-source-ai-agents-2026",
   "title": "GitHub Star Velocity: Which Open-Source AI Agents Are Growing?",
   "projects": [
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "198915",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "150967",
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": "14841",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "143147",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "191820",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Codex CLI",
     "category": null,
     "github_url": null,
     "stars": "103012",
     "description": null,
     "license": null
    },
    {
     "project": "Zed",
     "category": null,
     "github_url": null,
     "stars": "87860",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "82753",
     "description": null,
     "license": null
    },
    {
     "project": "Warp",
     "category": null,
     "github_url": null,
     "stars": "63844",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "65368",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": "60142",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "56450",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "51267",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "47848",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "28325",
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": "28756",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "26804",
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": "24046",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "20962",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "18939",
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": "11586",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": "12527",
     "description": null,
     "license": null
    },
    {
     "project": "Juggler",
     "category": null,
     "github_url": null,
     "stars": "544",
     "description": null,
     "license": null
    },
    {
     "project": "Zot",
     "category": null,
     "github_url": null,
     "stars": "299",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dibi8.com/resources/llm-frameworks/open-source-ai-agent-framework-top-10-2026",
   "title": "Open Source AI Agent Framework Top 10 (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "67000",
     "description": null,
     "license": null
    },
    {
     "project": "Smol Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://callsphere.ai/blog/open-source-ai-agent-frameworks-rising-2026-best-alternatives-compared",
   "title": "Open Source AI Agent Frameworks Rising: Comparing 2026's Best Open Alternatives",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "48000.0",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agent orchestration framework",
     "github_url": null,
     "stars": "48000",
     "description": "Stateful graph-based agent orchestration",
     "license": "MIT"
    },
    {
     "project": "CrewAI",
     "category": "multi-agent system",
     "github_url": null,
     "stars": "35000",
     "description": "Role-based multi-agent collaboration",
     "license": "MIT"
    },
    {
     "project": "AutoGen",
     "category": "multi-agent framework",
     "github_url": null,
     "stars": "42000",
     "description": "Conversational multi-agent framework",
     "license": "CC-BY-4.0"
    },
    {
     "project": "Semantic Kernel",
     "category": "agent orchestration framework",
     "github_url": null,
     "stars": "28000",
     "description": "Enterprise plugin-based agent orchestration",
     "license": "MIT"
    },
    {
     "project": "Haystack",
     "category": "agent framework",
     "github_url": null,
     "stars": "22000",
     "description": "Pipeline-based RAG and agent framework",
     "license": "Apache 2.0"
    },
    {
     "project": "DSPy",
     "category": "programming framework",
     "github_url": null,
     "stars": "25000",
     "description": "Programming framework for LM pipelines",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://ayautomate.com/blog/best-open-source-ai-agents-2026",
   "title": "Best open-source AI agents in 2026 (that actually work)",
   "projects": [
    {
     "project": "Buzz",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "goose",
     "category": null,
     "github_url": null,
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "80000",
     "description": null,
     "license": null
    },
    {
     "project": "Suna",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "100000",
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cindy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aibars.net/en/library/open-source-ai/ranking/star",
   "title": "2026 GitHub AI Open Source Project Star Total Ranking: Most Popular List",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "184400.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/kaushikb11/awesome-llm-agents",
   "title": "GitHub - kaushikb11/awesome-llm-agents: A curated list of awesome LLM agents frameworks.",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "386192",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "144183",
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": "28795",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": "28447",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "27182",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "21098",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "19274",
     "description": null,
     "license": null
    },
    {
     "project": "Tambo",
     "category": null,
     "github_url": null,
     "stars": "11163",
     "description": null,
     "license": null
    },
    {
     "project": "Openwork",
     "category": null,
     "github_url": null,
     "stars": "10951",
     "description": null,
     "license": null
    },
    {
     "project": "Hive",
     "category": null,
     "github_url": null,
     "stars": "10903",
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": "7938",
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": "6170",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgent",
     "category": null,
     "github_url": null,
     "stars": "5512",
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": "4855",
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": "3209",
     "description": null,
     "license": null
    },
    {
     "project": "trpc-agent-go",
     "category": null,
     "github_url": null,
     "stars": "1686",
     "description": null,
     "license": null
    },
    {
     "project": "ConnectOnion",
     "category": null,
     "github_url": null,
     "stars": "1343",
     "description": null,
     "license": null
    },
    {
     "project": "LightAgent",
     "category": null,
     "github_url": null,
     "stars": "1203",
     "description": null,
     "license": null
    },
    {
     "project": "Agentlas OS",
     "category": null,
     "github_url": null,
     "stars": "1157",
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": "1139",
     "description": null,
     "license": null
    },
    {
     "project": "ix",
     "category": null,
     "github_url": null,
     "stars": "1044",
     "description": null,
     "license": null
    },
    {
     "project": "Oh My Hermes",
     "category": null,
     "github_url": null,
     "stars": "921",
     "description": null,
     "license": null
    },
    {
     "project": "Promptise Foundry",
     "category": null,
     "github_url": null,
     "stars": "865",
     "description": null,
     "license": null
    },
    {
     "project": "Aeon",
     "category": null,
     "github_url": null,
     "stars": "657",
     "description": null,
     "license": null
    },
    {
     "project": "Octochains",
     "category": null,
     "github_url": null,
     "stars": "365",
     "description": null,
     "license": null
    },
    {
     "project": "Axar",
     "category": null,
     "github_url": null,
     "stars": "163",
     "description": null,
     "license": null
    },
    {
     "project": "Neurolink",
     "category": null,
     "github_url": null,
     "stars": "121",
     "description": null,
     "license": null
    },
    {
     "project": "OpenProgram",
     "category": null,
     "github_url": null,
     "stars": "117",
     "description": null,
     "license": null
    },
    {
     "project": "Octomind",
     "category": null,
     "github_url": null,
     "stars": "106",
     "description": null,
     "license": null
    },
    {
     "project": "ProtoLink",
     "category": null,
     "github_url": null,
     "stars": "90",
     "description": null,
     "license": null
    },
    {
     "project": "NarraNexus",
     "category": null,
     "github_url": null,
     "stars": "76",
     "description": null,
     "license": null
    },
    {
     "project": "ShaprAI",
     "category": null,
     "github_url": null,
     "stars": "71",
     "description": null,
     "license": null
    },
    {
     "project": "TrashClaw",
     "category": null,
     "github_url": null,
     "stars": "67",
     "description": null,
     "license": null
    },
    {
     "project": "KodeAgent",
     "category": null,
     "github_url": null,
     "stars": "39",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "69806",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "60408",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "57050",
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": "17581",
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": "8839",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": "3986",
     "description": null,
     "license": null
    },
    {
     "project": "hcom",
     "category": null,
     "github_url": null,
     "stars": "446",
     "description": null,
     "license": null
    },
    {
     "project": "Markus",
     "category": null,
     "github_url": null,
     "stars": "163",
     "description": null,
     "license": null
    },
    {
     "project": "CommonGround Kernel",
     "category": null,
     "github_url": null,
     "stars": "147",
     "description": null,
     "license": null
    },
    {
     "project": "Flock",
     "category": null,
     "github_url": null,
     "stars": "117",
     "description": null,
     "license": null
    },
    {
     "project": "Quorum",
     "category": null,
     "github_url": null,
     "stars": "114",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAcme",
     "category": null,
     "github_url": null,
     "stars": "85",
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": "43",
     "description": null,
     "license": null
    },
    {
     "project": "auto-co",
     "category": null,
     "github_url": null,
     "stars": "41",
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agent",
     "category": null,
     "github_url": null,
     "stars": "2050",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Teams",
     "category": null,
     "github_url": null,
     "stars": "1922",
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": "865",
     "description": null,
     "license": null
    },
    {
     "project": "SwarmClaw",
     "category": null,
     "github_url": null,
     "stars": "646",
     "description": null,
     "license": null
    },
    {
     "project": "h5i",
     "category": null,
     "github_url": null,
     "stars": "528",
     "description": null,
     "license": null
    },
    {
     "project": "Dorothy",
     "category": null,
     "github_url": null,
     "stars": "336",
     "description": null,
     "license": null
    },
    {
     "project": "ClawFleet",
     "category": null,
     "github_url": null,
     "stars": "165",
     "description": null,
     "license": null
    },
    {
     "project": "OpenPaw",
     "category": null,
     "github_url": null,
     "stars": "157",
     "description": null,
     "license": null
    },
    {
     "project": "ORCH",
     "category": null,
     "github_url": null,
     "stars": "141",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHermit",
     "category": null,
     "github_url": null,
     "stars": "50",
     "description": null,
     "license": null
    },
    {
     "project": "5dive",
     "category": null,
     "github_url": null,
     "stars": "45",
     "description": null,
     "license": null
    },
    {
     "project": "Agon",
     "category": null,
     "github_url": null,
     "stars": "39",
     "description": null,
     "license": null
    },
    {
     "project": "TeamHero",
     "category": null,
     "github_url": null,
     "stars": "35",
     "description": null,
     "license": null
    },
    {
     "project": "OpenSepia",
     "category": null,
     "github_url": null,
     "stars": "34",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "152365",
     "description": null,
     "license": null
    },
    {
     "project": "Kiln AI",
     "category": null,
     "github_url": null,
     "stars": "5022",
     "description": null,
     "license": null
    },
    {
     "project": "Heym",
     "category": null,
     "github_url": null,
     "stars": "928",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "51625",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "26201",
     "description": null,
     "license": null
    },
    {
     "project": "Hindsight",
     "category": null,
     "github_url": null,
     "stars": "19906",
     "description": null,
     "license": null
    },
    {
     "project": "Caura",
     "category": null,
     "github_url": null,
     "stars": "430",
     "description": null,
     "license": null
    },
    {
     "project": "AnimaWorks",
     "category": null,
     "github_url": null,
     "stars": "253",
     "description": null,
     "license": null
    },
    {
     "project": "OMEGA",
     "category": null,
     "github_url": null,
     "stars": "202",
     "description": null,
     "license": null
    },
    {
     "project": "Perseus",
     "category": null,
     "github_url": null,
     "stars": "34",
     "description": null,
     "license": null
    },
    {
     "project": "Inite Brain",
     "category": null,
     "github_url": null,
     "stars": "32",
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": "63210",
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": "2509",
     "description": null,
     "license": null
    },
    {
     "project": "openma",
     "category": null,
     "github_url": null,
     "stars": "228",
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Radar",
     "category": null,
     "github_url": null,
     "stars": "1030",
     "description": null,
     "license": null
    },
    {
     "project": "Cordum",
     "category": null,
     "github_url": null,
     "stars": "495",
     "description": null,
     "license": null
    },
    {
     "project": "Greywall",
     "category": null,
     "github_url": null,
     "stars": "286",
     "description": null,
     "license": null
    },
    {
     "project": "Kitaru",
     "category": null,
     "github_url": null,
     "stars": "235",
     "description": null,
     "license": null
    },
    {
     "project": "RapidFire AI",
     "category": null,
     "github_url": null,
     "stars": "168",
     "description": null,
     "license": null
    },
    {
     "project": "APort Guardrails",
     "category": null,
     "github_url": null,
     "stars": "25",
     "description": null,
     "license": null
    },
    {
     "project": "DeepAnalyze",
     "category": null,
     "github_url": null,
     "stars": "4523",
     "description": null,
     "license": null
    },
    {
     "project": "Darkmoon",
     "category": null,
     "github_url": null,
     "stars": "835",
     "description": null,
     "license": null
    },
    {
     "project": "RAI",
     "category": null,
     "github_url": null,
     "stars": "569",
     "description": null,
     "license": null
    },
    {
     "project": "CleverBee",
     "category": null,
     "github_url": null,
     "stars": "302",
     "description": null,
     "license": null
    },
    {
     "project": "text2sql-framework",
     "category": null,
     "github_url": null,
     "stars": "152",
     "description": null,
     "license": null
    },
    {
     "project": "GenoMAS",
     "category": null,
     "github_url": null,
     "stars": "135",
     "description": null,
     "license": null
    },
    {
     "project": "wechat-mac-rpa",
     "category": null,
     "github_url": null,
     "stars": "69",
     "description": null,
     "license": null
    },
    {
     "project": "Omni-Rewriter",
     "category": null,
     "github_url": null,
     "stars": "64",
     "description": null,
     "license": null
    },
    {
     "project": "DNA Claude Analysis",
     "category": null,
     "github_url": null,
     "stars": "54",
     "description": null,
     "license": null
    },
    {
     "project": "everyrow",
     "category": null,
     "github_url": null,
     "stars": "51",
     "description": null,
     "license": null
    },
    {
     "project": "Inalpha",
     "category": null,
     "github_url": null,
     "stars": "26",
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": "3228",
     "description": null,
     "license": null
    },
    {
     "project": "AgentFlow",
     "category": null,
     "github_url": null,
     "stars": "2002",
     "description": null,
     "license": null
    },
    {
     "project": "Cache-to-Cache",
     "category": null,
     "github_url": null,
     "stars": "428",
     "description": null,
     "license": null
    },
    {
     "project": "AgentSquare",
     "category": null,
     "github_url": null,
     "stars": "229",
     "description": null,
     "license": null
    },
    {
     "project": "GNAP",
     "category": null,
     "github_url": null,
     "stars": "78",
     "description": null,
     "license": null
    },
    {
     "project": "agent-opt",
     "category": null,
     "github_url": null,
     "stars": "73",
     "description": null,
     "license": null
    },
    {
     "project": "AVP",
     "category": null,
     "github_url": null,
     "stars": "25",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "186591",
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": "57960",
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": "22348",
     "description": null,
     "license": null
    },
    {
     "project": "XAgent",
     "category": null,
     "github_url": null,
     "stars": "8531",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "55362",
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": "17653",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents (XLang)",
     "category": null,
     "github_url": null,
     "stars": "4854",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": "1457",
     "description": null,
     "license": null
    },
    {
     "project": "AI Legion",
     "category": null,
     "github_url": null,
     "stars": "1433",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/aloth/awesome-ai-agents",
   "title": "GitHub - aloth/awesome-ai-agents: A curated list of AI agent frameworks, tools, platforms, research papers, and resources",
   "projects": [
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dimos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Harmonist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LightAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiroFish",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orkas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Octochains",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "QM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TrueForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BitFun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSeek Harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Grok Build",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kimi Code CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiMoCode",
     "category": null,
     "github_url": null,
     "stars": "6000",
     "description": null,
     "license": null
    },
    {
     "project": "mini-coding-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClacky",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "160000",
     "description": null,
     "license": null
    },
    {
     "project": "Orca",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open SWE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands Software Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pi",
     "category": null,
     "github_url": null,
     "stars": "91000",
     "description": null,
     "license": null
    },
    {
     "project": "Prime Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": "25000",
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mercury Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHuman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "QwenPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trustclaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserSkill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autoresearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Perplexica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MaxKB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Viglet Turing ES",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent2Agent Protocol (A2A)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastMCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Git-Native Agent Protocol (GNAP)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub MCP Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol (MCP)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "code-review-graph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codegraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dotnet/skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ECC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agents CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NotFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "olcli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PowerSkills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "re_gent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Screenpipe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superpowers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Xquik",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-mem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Headroom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hindsight",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LeanCTX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lobu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReMe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "token-optimizer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChromaDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentENV",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "forkd",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirage",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Moltworker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NemoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolVM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-qa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBoard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ExploitGym",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangTest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RuLES",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolEmu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UQLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Governance Toolkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Security",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deepsec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IronCurtain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Numbat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PromptInject",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rebuff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "repo-forensics",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Safe RLHF",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-rules-books",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-ai-agent-papers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://contabo.com/blog/best-open-source-ai-agent-frameworks",
   "title": "Best Open-Source AI Agent Frameworks to Self-Host in 2026",
   "projects": [
    {
     "project": "agency-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "138000",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "182000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://thevibefather.com/blog/most-starred-ai-coding-tools-github",
   "title": "The Most-Starred AI Coding Tools on GitHub in 2026",
   "projects": [
    {
     "project": "OpenCode",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": "An open, terminal-native agent that runs the model of your choice",
     "license": null
    }
   ]
  },
  {
   "url": "https://aiagentrank.io/blog/best-open-source-ai-agent-frameworks-2026",
   "title": "Best Open-Source AI Agent Frameworks 2026: Ranked",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://langfuse.com/blog/2025-03-19-ai-agent-comparison",
   "title": "Comparing Open-Source AI Agent Frameworks - Langfuse",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://startuphub.ai/ai-news/insights/2026/multi-agent-platforms-teams-building-2026",
   "title": "The 20 Multi-Agent Platforms Teams Are Actually Building On in 2026",
   "projects": [
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RecursiveMAS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Jenqyang/Awesome-AI-Agents",
   "title": "GitHub - Jenqyang/Awesome-AI-Agents: A collection of autonomous agents \ud83e\udd16\ufe0f powered by LLM.",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIDE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Caesar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "babyagi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "XAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ShortGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KwaiAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ProAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fazm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-E",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wordware",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Notte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lumen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLens AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepAnalyze",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DecisionBox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KodeAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plot Ark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Octopal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tura",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Everything OpenAI Codex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Toprank",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autohand Code CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anima-i",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InkOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenTwins",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ALF OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Alfred",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "career-ops",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Darkmoon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LoopTroop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CompozyOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BitFun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawFleet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevOpsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenoMAS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Giselle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RadOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivemoot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shire",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orchard Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestro Orchestrate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarm-orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenBusiness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NextRole",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAcme",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "h5i",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AionUi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orkas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "generative_agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTTeam",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiroShark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HoC-Republic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cache-to-Cache",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoWorker Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Perseus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EGC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codex-profiles",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cortex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tree Ring Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "poolsplit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MisakaNet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "authsome",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Steel Browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserTrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Radar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentlego",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Metorial",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BGPT MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "APort Agent Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGuard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CommonGround Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "harness-starter-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kontext CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://o-mega.ai/articles/langgraph-vs-crewai-vs-autogen-top-10-agent-frameworks-2026",
   "title": "LangGraph vs CrewAI vs AutoGen: Best Frameworks 2026",
   "projects": [
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "195663",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "141308",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "59582",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "55150",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "50731",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "41053",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "36804",
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": "28247",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "27732",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "25950",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "20521",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "18277",
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": "17609",
     "description": null,
     "license": null
    },
    {
     "project": "MS Agent Framework",
     "category": null,
     "github_url": null,
     "stars": "11953",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://www.firecrawl.dev/blog/best-open-source-agent-frameworks",
   "title": "The best open source frameworks for building AI agents in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "33900.0",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "26900.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://meshkore.com/popular",
   "title": "Popular AI Agents \u2014 Top 150 by Stars | MeshKore",
   "projects": [
    {
     "project": "openclaw",
     "category": null,
     "github_url": null,
     "stars": "380417",
     "description": null,
     "license": null
    },
    {
     "project": "superpowers",
     "category": null,
     "github_url": null,
     "stars": "208377",
     "description": null,
     "license": null
    },
    {
     "project": "hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "202490",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185159",
     "description": null,
     "license": null
    },
    {
     "project": "langflow",
     "category": null,
     "github_url": null,
     "stars": "148796",
     "description": null,
     "license": null
    },
    {
     "project": "dify",
     "category": null,
     "github_url": null,
     "stars": "146537",
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": "140163",
     "description": null,
     "license": null
    },
    {
     "project": "claude-code",
     "category": null,
     "github_url": null,
     "stars": "126833",
     "description": null,
     "license": null
    },
    {
     "project": "firecrawl",
     "category": null,
     "github_url": null,
     "stars": "124884",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "100583",
     "description": null,
     "license": null
    },
    {
     "project": "autoresearch",
     "category": null,
     "github_url": null,
     "stars": "83620",
     "description": null,
     "license": null
    },
    {
     "project": "ragflow",
     "category": null,
     "github_url": null,
     "stars": "81328",
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": "79943",
     "description": null,
     "license": null
    },
    {
     "project": "claude-mem",
     "category": null,
     "github_url": null,
     "stars": "78818",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "78282",
     "description": null,
     "license": null
    },
    {
     "project": "gpt4all",
     "category": null,
     "github_url": null,
     "stars": "77371",
     "description": null,
     "license": null
    },
    {
     "project": "daytona",
     "category": null,
     "github_url": null,
     "stars": "72454",
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": "69701",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "69016",
     "description": null,
     "license": null
    },
    {
     "project": "OpenBB",
     "category": null,
     "github_url": null,
     "stars": "68138",
     "description": null,
     "license": null
    },
    {
     "project": "paperclip",
     "category": null,
     "github_url": null,
     "stars": "67843",
     "description": null,
     "license": null
    },
    {
     "project": "unsloth",
     "category": null,
     "github_url": null,
     "stars": "67337",
     "description": null,
     "license": null
    },
    {
     "project": "RuView",
     "category": null,
     "github_url": null,
     "stars": "66411",
     "description": null,
     "license": null
    },
    {
     "project": "gpt4free",
     "category": null,
     "github_url": null,
     "stars": "66265",
     "description": null,
     "license": null
    },
    {
     "project": "caveman",
     "category": null,
     "github_url": null,
     "stars": "65267",
     "description": null,
     "license": null
    },
    {
     "project": "MinerU",
     "category": null,
     "github_url": null,
     "stars": "65083",
     "description": null,
     "license": null
    },
    {
     "project": "cline",
     "category": null,
     "github_url": null,
     "stars": "63872",
     "description": null,
     "license": null
    },
    {
     "project": "open-interpreter",
     "category": null,
     "github_url": null,
     "stars": "63842",
     "description": null,
     "license": null
    },
    {
     "project": "anything-llm",
     "category": null,
     "github_url": null,
     "stars": "61992",
     "description": null,
     "license": null
    },
    {
     "project": "oh-my-openagent",
     "category": null,
     "github_url": null,
     "stars": "59702",
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": "59265",
     "description": null,
     "license": null
    },
    {
     "project": "autogen",
     "category": null,
     "github_url": null,
     "stars": "59246",
     "description": null,
     "license": null
    },
    {
     "project": "llm-app",
     "category": null,
     "github_url": null,
     "stars": "59243",
     "description": null,
     "license": null
    },
    {
     "project": "private-gpt",
     "category": null,
     "github_url": null,
     "stars": "57295",
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": "56640",
     "description": null,
     "license": null
    },
    {
     "project": "ruflo",
     "category": null,
     "github_url": null,
     "stars": "55541",
     "description": null,
     "license": null
    },
    {
     "project": "gpt-engineer",
     "category": null,
     "github_url": null,
     "stars": "55205",
     "description": null,
     "license": null
    },
    {
     "project": "graphify",
     "category": null,
     "github_url": null,
     "stars": "54492",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "53958",
     "description": null,
     "license": null
    },
    {
     "project": "hello-agents",
     "category": null,
     "github_url": null,
     "stars": "53807",
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": "52251",
     "description": null,
     "license": null
    },
    {
     "project": "litellm",
     "category": null,
     "github_url": null,
     "stars": "51456",
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": "50384",
     "description": null,
     "license": null
    },
    {
     "project": "huginn",
     "category": null,
     "github_url": null,
     "stars": "49334",
     "description": null,
     "license": null
    },
    {
     "project": "cherry-studio",
     "category": null,
     "github_url": null,
     "stars": "46377",
     "description": null,
     "license": null
    },
    {
     "project": "goose",
     "category": null,
     "github_url": null,
     "stars": "45924",
     "description": null,
     "license": null
    },
    {
     "project": "aider",
     "category": null,
     "github_url": null,
     "stars": "45390",
     "description": null,
     "license": null
    },
    {
     "project": "CowAgent",
     "category": null,
     "github_url": null,
     "stars": "44875",
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": "43214",
     "description": null,
     "license": null
    },
    {
     "project": "BettaFish",
     "category": null,
     "github_url": null,
     "stars": "41065",
     "description": null,
     "license": null
    },
    {
     "project": "agno",
     "category": null,
     "github_url": null,
     "stars": "40838",
     "description": null,
     "license": null
    },
    {
     "project": "GitNexus",
     "category": null,
     "github_url": null,
     "stars": "40431",
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": "39769",
     "description": null,
     "license": null
    },
    {
     "project": "FastChat",
     "category": null,
     "github_url": null,
     "stars": "39488",
     "description": null,
     "license": null
    },
    {
     "project": "minds-platform",
     "category": null,
     "github_url": null,
     "stars": "39207",
     "description": null,
     "license": null
    },
    {
     "project": "quivr",
     "category": null,
     "github_url": null,
     "stars": "39177",
     "description": null,
     "license": null
    },
    {
     "project": "daily_stock_analysis",
     "category": null,
     "github_url": null,
     "stars": "39013",
     "description": null,
     "license": null
    },
    {
     "project": "Langchain-Chatchat",
     "category": null,
     "github_url": null,
     "stars": "38093",
     "description": null,
     "license": null
    },
    {
     "project": "ToolJet",
     "category": null,
     "github_url": null,
     "stars": "37936",
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": "36227",
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": "36003",
     "description": null,
     "license": null
    },
    {
     "project": "LightRAG",
     "category": null,
     "github_url": null,
     "stars": "35824",
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": "35712",
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": "35433",
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS-desktop",
     "category": null,
     "github_url": null,
     "stars": "35415",
     "description": null,
     "license": null
    },
    {
     "project": "dspy",
     "category": null,
     "github_url": null,
     "stars": "35390",
     "description": null,
     "license": null
    },
    {
     "project": "CodeWhale",
     "category": null,
     "github_url": null,
     "stars": "35153",
     "description": null,
     "license": null
    },
    {
     "project": "CLIProxyAPI",
     "category": null,
     "github_url": null,
     "stars": "34990",
     "description": null,
     "license": null
    },
    {
     "project": "Vane",
     "category": null,
     "github_url": null,
     "stars": "34956",
     "description": null,
     "license": null
    },
    {
     "project": "khoj",
     "category": null,
     "github_url": null,
     "stars": "34724",
     "description": null,
     "license": null
    },
    {
     "project": "continue",
     "category": null,
     "github_url": null,
     "stars": "34441",
     "description": null,
     "license": null
    },
    {
     "project": "agent-browser",
     "category": null,
     "github_url": null,
     "stars": "34409",
     "description": null,
     "license": null
    },
    {
     "project": "gpt-pilot",
     "category": null,
     "github_url": null,
     "stars": "33734",
     "description": null,
     "license": null
    },
    {
     "project": "tabby",
     "category": null,
     "github_url": null,
     "stars": "33651",
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": "33560",
     "description": null,
     "license": null
    },
    {
     "project": "multica",
     "category": null,
     "github_url": null,
     "stars": "33440",
     "description": null,
     "license": null
    },
    {
     "project": "graphrag",
     "category": null,
     "github_url": null,
     "stars": "33254",
     "description": null,
     "license": null
    },
    {
     "project": "open-notebook",
     "category": null,
     "github_url": null,
     "stars": "33248",
     "description": null,
     "license": null
    },
    {
     "project": "AstrBot",
     "category": null,
     "github_url": null,
     "stars": "33188",
     "description": null,
     "license": null
    },
    {
     "project": "PageIndex",
     "category": null,
     "github_url": null,
     "stars": "32198",
     "description": null,
     "license": null
    },
    {
     "project": "conductor",
     "category": null,
     "github_url": null,
     "stars": "31840",
     "description": null,
     "license": null
    },
    {
     "project": "zeroclaw",
     "category": null,
     "github_url": null,
     "stars": "31603",
     "description": null,
     "license": null
    },
    {
     "project": "500-AI-Agents-Projects",
     "category": null,
     "github_url": null,
     "stars": "31198",
     "description": null,
     "license": null
    },
    {
     "project": "hyperframes",
     "category": null,
     "github_url": null,
     "stars": "31161",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://presenc.ai/research/ai-agent-framework-github-rankings-2026",
   "title": "AI Agent Framework GitHub Rankings May 2026",
   "projects": [
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "187791",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "184295",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "136707",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "93857",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "61755",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "58025",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "52810",
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": "51380",
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": "49399",
     "description": null,
     "license": null
    },
    {
     "project": "litellm",
     "category": null,
     "github_url": null,
     "stars": "46932",
     "description": null,
     "license": null
    },
    {
     "project": "aider",
     "category": null,
     "github_url": null,
     "stars": "44796",
     "description": null,
     "license": null
    },
    {
     "project": "agno",
     "category": null,
     "github_url": null,
     "stars": "40118",
     "description": null,
     "license": null
    },
    {
     "project": "dspy",
     "category": null,
     "github_url": null,
     "stars": "34408",
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": "32027",
     "description": null,
     "license": null
    },
    {
     "project": "semantic-kernel",
     "category": null,
     "github_url": null,
     "stars": "27902",
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": "27302",
     "description": null,
     "license": null
    },
    {
     "project": "openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": "26290",
     "description": null,
     "license": null
    },
    {
     "project": "haystack",
     "category": null,
     "github_url": null,
     "stars": "25223",
     "description": null,
     "license": null
    },
    {
     "project": "vercel/ai",
     "category": null,
     "github_url": null,
     "stars": "24220",
     "description": null,
     "license": null
    },
    {
     "project": "mastra",
     "category": null,
     "github_url": null,
     "stars": "23871",
     "description": null,
     "license": null
    },
    {
     "project": "letta",
     "category": null,
     "github_url": null,
     "stars": "22707",
     "description": null,
     "license": null
    },
    {
     "project": "pydantic-ai",
     "category": null,
     "github_url": null,
     "stars": "17055",
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": "10472",
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": "6860",
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic SDK",
     "category": null,
     "github_url": null,
     "stars": "3441",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/divyansht91162/status/2091879586045018406",
   "title": "divyansh tiwari (@DivyanshT91162) on X",
   "projects": [
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentMemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Diagram Design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Scientific Agent Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome Harness Engineering",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Cybersecurity Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Job Search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://opensourceai.tech/agents",
   "title": "Best Open-Source AI Agents & Frameworks (2026)",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Void",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?category=general-computer-use",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000.0",
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": "agent application",
     "github_url": "/h/openclaw",
     "stars": null,
     "description": "MIT-licensed self-hosted personal AI assistant that exploded to ~382k GitHub stars in months: any model, 20+ messaging channels, SKILL.md skills via ClawHub, Docker-sandboxed sessions, cron jobs, voice, and a live Canvas.",
     "license": "MIT"
    },
    {
     "project": "Nous Research's agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": "self-improving server-resident agent: model-agnostic with persistent cross-session memory, autonomous skill creation compatible with the agentskills.io standard, DSPy/GEPA evolutionary self-optimization, and execution backends from local/Docker to Modal and Daytona.",
     "license": "MIT"
    },
    {
     "project": "browser-use",
     "category": "agentic framework/library",
     "github_url": "/h/browser-use",
     "stars": null,
     "description": "Python library that lets any LLM drive a real Chrome browser via DOM+vision instead of brittle selectors, now flanked by a desktop app and a usage-based cloud with stealth browsers, proxies, and a 24/7 'Browser Use Box' agent.",
     "license": "MIT"
    },
    {
     "project": "GPT Researcher",
     "category": "multi-agent system",
     "github_url": "/h/gpt-researcher",
     "stars": null,
     "description": "a planner/executor multi-agent pipeline that fans out parallel web and local-document searches into cited reports, with recursive tree-like 'Deep Research', MCP data-source integration, and any-LLM support.",
     "license": "Apache-2.0"
    },
    {
     "project": "Maturana",
     "category": "platform",
     "github_url": "/h/maturana",
     "stars": null,
     "description": "Codex-native personal agent platform whose defining trait is a hardware-isolated microVM per agent \u2014 Firecracker on Linux, Hyper-V on Windows, not just a container \u2014 wrapped in zero-trust controls.",
     "license": "BSD-3"
    }
   ]
  },
  {
   "url": "https://digitalapplied.com/blog/open-source-agent-frameworks-5-compared-2026",
   "title": "Open-Source Agent Frameworks: 5 Tools Compared for 2026",
   "projects": [
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "55000",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": "26500",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aihaven.com/guides/best-open-source-ai-agent-frameworks-2026",
   "title": "Best Open-Source AI Agent Frameworks 2026: LangGraph, Mastra, CrewAI & More",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain / Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2 / AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SillyTavern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/agent-gigmole/awesome-ai-agent-tools",
   "title": "GitHub - agent-gigmole/awesome-ai-agent-tools: Curated dataset of 461 AI agent tools ranked by GitHub activity. Updated daily.",
   "projects": [
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "181354",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "182873",
     "description": null,
     "license": null
    },
    {
     "project": "ollama",
     "category": null,
     "github_url": null,
     "stars": "166306",
     "description": null,
     "license": null
    },
    {
     "project": "langflow",
     "category": null,
     "github_url": null,
     "stars": "146311",
     "description": null,
     "license": null
    },
    {
     "project": "dify",
     "category": null,
     "github_url": null,
     "stars": "134723",
     "description": null,
     "license": null
    },
    {
     "project": "open-webui",
     "category": null,
     "github_url": null,
     "stars": "128966",
     "description": null,
     "license": null
    },
    {
     "project": "gemini-cli",
     "category": null,
     "github_url": null,
     "stars": "99285",
     "description": null,
     "license": null
    },
    {
     "project": "llama.cpp",
     "category": null,
     "github_url": null,
     "stars": "99588",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "84716",
     "description": null,
     "license": null
    },
    {
     "project": "claude-code",
     "category": null,
     "github_url": null,
     "stars": "83495",
     "description": null,
     "license": null
    },
    {
     "project": "vllm",
     "category": null,
     "github_url": null,
     "stars": "74524",
     "description": null,
     "license": null
    },
    {
     "project": "lobe-chat",
     "category": null,
     "github_url": null,
     "stars": "74400",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "69897",
     "description": null,
     "license": null
    },
    {
     "project": "codex",
     "category": null,
     "github_url": null,
     "stars": "67989",
     "description": null,
     "license": null
    },
    {
     "project": "MinerU",
     "category": null,
     "github_url": null,
     "stars": "57387",
     "description": null,
     "license": null
    },
    {
     "project": "docling",
     "category": null,
     "github_url": null,
     "stars": "56614",
     "description": null,
     "license": null
    },
    {
     "project": "firecrawl",
     "category": null,
     "github_url": null,
     "stars": "99207",
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": "48064",
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": "131299",
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": "30120",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2604.06392v1",
   "title": "Qualixar OS: A Universal Operating System for AI Agent Orchestration",
   "projects": [
    {
     "project": "Qualixar OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOrchestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentAssert",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentAssay",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SkillFortify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperLocalMemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FrugalGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RouteLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MAST",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://easyclaw.com/blog/knowledge/best-ai-agent-frameworks-2026",
   "title": "Best AI Agent Frameworks in 2026: Top Picks for Developers & Enterprises",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno (formerly PhiData)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.sandbase.ai/best-open-source-ai-agent-frameworks-2026",
   "title": "10 Best Open-Source AI Agent Frameworks in 2026 (Ranked)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://docs.agenteum.top/blog/2026-08-31-hermes-vs-openclaw",
   "title": "Hermes vs OpenClaw: Which Open-Source AI Agent Should You Actually Run?",
   "projects": [
    {
     "project": "Hermes",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw 2.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.agentailor.com/posts/top-ai-agent-frameworks-github-2026",
   "title": "Top 10 Most Starred AI Agent Frameworks on GitHub (2026)",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "122850",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "61919",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "52927",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "46100",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "41871",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "36414",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "23741",
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": "20400",
     "description": null,
     "license": null
    },
    {
     "project": "Open-AutoGLM",
     "category": null,
     "github_url": null,
     "stars": "19800",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "19021",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "18022",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Python",
     "category": null,
     "github_url": null,
     "stars": "16800",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "14000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2604.06392",
   "title": "Qualixar OS: A Universal Operating System for AI Agent Orchestration",
   "projects": [
    {
     "project": "Qualixar OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOrchestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/priyeshdave6/agent-frameworks-in-the-real-world-107-task-bakeoff-of-langgraph-crewai-and-autogen-13e7",
   "title": "Agent Frameworks in the Real World: 107 Task Bakeoff of LangGraph, CrewAI, and AutoGen",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2602.02345v1",
   "title": "A Task-Level Evaluation of AI Agents in Open-Source Projects",
   "projects": null
  },
  {
   "url": "https://link.springer.com/10.1007/s12559-026-10619-1",
   "title": "From Language Models to Agentic AI: A Survey of Autonomous, Action-Enabled, and Collaborative LLM Agents",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2512.10398v1",
   "title": "Confucius Code Agent: An Open-sourced AI Software Engineer at Industrial Scale",
   "projects": [
    {
     "project": "Confucius Code Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Confucius SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Live-SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentless",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Satori-SWE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://autolearningagents.com/open-source-ai-agents/complete-list.php",
   "title": "Complete List of Open Source AI Agents",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tabby",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Perplexica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ontheia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2602.09185v1",
   "title": "AIDev: Studying AI Coding Agents on GitHub",
   "projects": [
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoCodeRover",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RepairAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://geeksourcecodes.com/best-open-source-ai-agent-frameworks-in-2026-free-compared",
   "title": "Best Open-Source AI Agent Frameworks in 2026 (Free, Compared)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen (AG2)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://topaitracker.com/rankings/2026-06-02-best-ai-agent-frameworks-for-production-ranked-by-build-and-run-tests",
   "title": "Best AI Agent Frameworks for Production, Ranked by Build and Run Tests \u2014 Top AI Tracker",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2602.09185v1",
   "title": "Studying AI Coding Agents on GitHub",
   "projects": [
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoCodeRover",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentconn.com/blog/best-open-source-ai-agent-frameworks-2026",
   "title": "Best Open-Source AI Agent Frameworks for Building Custom Agents (2026)",
   "projects": [
    {
     "project": "LangChain Deep Agents",
     "category": null,
     "github_url": null,
     "stars": "100000+stargazers,100K+githubstars",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "25000+stargazers,25K+githubstars",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "40000+stargazers,40K+githubstars",
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": "10000+stargazers,10K+githubstars",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "20000+stargazers,20K+githubstars",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/iamrexei/status/2090090583649861708",
   "title": "Rexei (@iamrexei) on X",
   "projects": [
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": "29041",
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": "169454",
     "description": null,
     "license": null
    },
    {
     "project": "Khoj",
     "category": null,
     "github_url": null,
     "stars": "36558",
     "description": null,
     "license": null
    },
    {
     "project": "Search engine",
     "category": null,
     "github_url": null,
     "stars": "35730",
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": "109739",
     "description": null,
     "license": null
    },
    {
     "project": "Crawl for AI",
     "category": null,
     "github_url": null,
     "stars": "78677",
     "description": null,
     "license": null
    },
    {
     "project": "ScrapeGraphAI",
     "category": null,
     "github_url": null,
     "stars": "29729",
     "description": null,
     "license": null
    },
    {
     "project": "Crawlee",
     "category": null,
     "github_url": null,
     "stars": "25435",
     "description": null,
     "license": null
    },
    {
     "project": "ComfyUI",
     "category": null,
     "github_url": null,
     "stars": "128421",
     "description": null,
     "license": null
    },
    {
     "project": "Stable Diffusion WebUI",
     "category": null,
     "github_url": null,
     "stars": "164583",
     "description": null,
     "license": null
    },
    {
     "project": "Cocky TTS",
     "category": null,
     "github_url": null,
     "stars": "45916",
     "description": null,
     "license": null
    },
    {
     "project": "Money Printer Turbo",
     "category": null,
     "github_url": null,
     "stars": "109833",
     "description": null,
     "license": null
    },
    {
     "project": "Twenty",
     "category": null,
     "github_url": null,
     "stars": "55125",
     "description": null,
     "license": null
    },
    {
     "project": "Cal.com",
     "category": null,
     "github_url": null,
     "stars": "47801",
     "description": null,
     "license": null
    },
    {
     "project": "Documenso",
     "category": null,
     "github_url": null,
     "stars": "14613",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "152902",
     "description": null,
     "license": null
    },
    {
     "project": "Chatwoot",
     "category": null,
     "github_url": null,
     "stars": "35981",
     "description": null,
     "license": null
    },
    {
     "project": "Open WebUI",
     "category": null,
     "github_url": null,
     "stars": "149236",
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": "21296",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "201179",
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": "23890",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "57311",
     "description": null,
     "license": null
    },
    {
     "project": "MCP Reference Servers",
     "category": null,
     "github_url": null,
     "stars": "89685",
     "description": null,
     "license": null
    },
    {
     "project": "PostHog",
     "category": null,
     "github_url": null,
     "stars": "37773",
     "description": null,
     "license": null
    },
    {
     "project": "Metabase",
     "category": null,
     "github_url": null,
     "stars": "48831",
     "description": null,
     "license": null
    },
    {
     "project": "MindsDB",
     "category": null,
     "github_url": null,
     "stars": "39606",
     "description": null,
     "license": null
    },
    {
     "project": "Unstructured",
     "category": null,
     "github_url": null,
     "stars": "15326",
     "description": null,
     "license": null
    },
    {
     "project": "Small Language Model",
     "category": null,
     "github_url": null,
     "stars": "56746",
     "description": null,
     "license": null
    },
    {
     "project": "AI Guardrails",
     "category": null,
     "github_url": null,
     "stars": "7300",
     "description": null,
     "license": null
    },
    {
     "project": "Promptfoo",
     "category": null,
     "github_url": null,
     "stars": "24373",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiintelreport.com/ai-agents/best-ai-agent-frameworks-2026",
   "title": "Best AI Agent Frameworks in 2026: Ranked & Tested",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen (AG2)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2604.24038v1",
   "title": "AgentPulse: A Continuous Multi-Signal Framework for Evaluating AI Agents in Deployment",
   "projects": [
    {
     "project": "AgentPulse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GAIA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HumanEval+",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TAU-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HELM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LMSYS Chatbot Arena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Codex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Windsurf",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Amazon Q Developer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Replit Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bolt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tabnine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sourcegraph Cody",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Supermaven",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adept ACT-2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theaiagentindex.com/ai-coding-agents/open-source",
   "title": "The AI Agent Index \u2014 Structured Directory of AI Agents",
   "projects": [
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "45000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "62100.0",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "163000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": "24100.0",
     "description": null,
     "license": null
    },
    {
     "project": "Swe-agent",
     "category": null,
     "github_url": null,
     "stars": "73700.0",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mentat",
     "category": null,
     "github_url": null,
     "stars": "15400.0",
     "description": null,
     "license": null
    },
    {
     "project": "Melty",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PR-Agent",
     "category": null,
     "github_url": null,
     "stars": "11300.0",
     "description": null,
     "license": null
    },
    {
     "project": "Roocode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": "19300.0",
     "description": null,
     "license": null
    },
    {
     "project": "Block AI Agent",
     "category": null,
     "github_url": null,
     "stars": "45600.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/nykdotdev/status/2094454238957199749",
   "title": "nyk (@nykdotdev) on X",
   "projects": [
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superpowers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mission Control",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llmquota",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Council of High Intelligence",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://asceroai.com/news/browser-use-stagehand-agent-frontier-2026",
   "title": "Browser-Use Hits 96K Stars. The Agent Layer Is the New War.",
   "projects": [
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "96000.0",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": "agentic framework/library",
     "github_url": "https://github.com/browser-use/browser-use",
     "stars": null,
     "description": "Open source Python library for browser automation and web agents",
     "license": "MIT"
    },
    {
     "project": "Stagehand",
     "category": "agentic framework/library",
     "github_url": "https://github.com/browserbase/stagehand",
     "stars": "22800.0",
     "description": "TypeScript SDK for browser automation and agent primitives",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://euroamerican.eu/top-20-open-source-ai-agent-frameworks-compared",
   "title": "Top 20 Open Source AI Agent Frameworks Compared (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency-Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LCEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://claudemarket.ai/blog/ai-agent-frameworks-compared-2026",
   "title": "Best AI Agent Frameworks 2026: LangChain, CrewAI, AutoGPT",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "141000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "55000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "380000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185000",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/ARUNAGIRINATHAN-K/awesome-ai-agents",
   "title": "GitHub - ARUNAGIRINATHAN-K/awesome-ai-agents-2026: Awesome AI Agents for 2026 - 300+ AI Agents, Frameworks & Coding \u2022 Creative \u2022 Voice \u2022 Research \u2022 Enterprise. Comparison guides, benchmarks & deep dives",
   "projects": [
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Bedrock Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ontheia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LightAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith Fleet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MicroAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open-AutoGLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Amazon Q Developer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeRabbit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex-CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fractal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gemini-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JetBrains AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Juggler",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kiro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "opencode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PR-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qodo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RooCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Snyk Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sourcegraph Cody",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tabnine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Windsurf",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Acontext",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentage Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chroma",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cortex Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Engrava",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "graphiti",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kage",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LanceDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langmem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Remio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memoir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memvid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mori (\u68ee)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Motorhead",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pinecone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SimpleMem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superdense",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Supermemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tree Ring Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vestige",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivemoot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NarraNexus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "P2PCLAW",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Yao Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentsCoin MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arcade AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Docker MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HCS Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HIG Doctor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hyper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Registry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-nest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NotFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NotFair Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Toolhouse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zapier MCP Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zero-api-key-web-search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentQL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Airtop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browserbase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dia Browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fellou",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Genspark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Grok Computer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Manus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MultiOn",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Operator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Bounties",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codex-profiles",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Docling",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Engram",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jina Reader",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Notte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pilot Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ScrapeGraphAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Surya",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tavily",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "traceAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Unstructured",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAgency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lindy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Make",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Relevance AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rivet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wordware",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zapier AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nuance AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Cloud Speech-to-Text v2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Personal Jarvis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "qwen-audio-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "simulate-sdk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vapi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vocode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wispr Flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent OS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDoG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGuard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agenttrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "APort Agent Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Patronus AI LYNX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Braintrust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ElevenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DriftGuard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Galley",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lakera Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laminar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Logfire",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MartinLoop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orchard Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWASP Top 10 for Agentic Apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pluribus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rebuff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Learning Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shipmoor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SourceryKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AionUi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Better Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHuman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orkas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenWebUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lucinate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Bedrock AgentCore",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cerebras Inference",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fireworks AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Groq Cloud",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Northflank",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Railway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Together AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ARC-AGI-2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GAIA Benchmark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Inspect AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Finance Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JPMorgan AlphaBlue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goldman Sachs Marquee AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Morgan Stanley AdvisorBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentPump",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nuance Healthcare AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tempus AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LexisNexis AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Westlaw AI-Assisted Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ROSS Intelligence",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Siemens AI Ops",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GE Predix Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leyna",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Apprise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Discord.py",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAPI-Mail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Novu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ntfy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Resend",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Slack Bolt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "The Colony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Twilio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI for Database",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dagster",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hamilton",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hex AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Julius AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PandasAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prefect",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Signals CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "STORM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentnotary",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Lambda",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cloudflare Workers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeSandbox SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Docker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecracker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Cloud Run",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gVisor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kata Containers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Podman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sysbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adobe Firefly 3",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DALL-E 3.5",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FLUX 2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Imagen 4",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ideogram v3",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leonardo AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Midjourney v7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Recraft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Seedream AI Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stable Diffusion 3.5",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Veo 3.1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HaiLuo AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HunyuanVideo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kling 3.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LTX Video",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Luma Dream Machine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pika 2.5",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Runway Gen-4.5",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Seedance 2.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sora 2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wan 2.1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ElevenLabs Music",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Meta AudioCraft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stable Audio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Suno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Udio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Meshy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tripo AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vizcom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ada",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Assembled",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dixa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Freshdesk Freddy AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Intercom Fin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zendesk AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Creatio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://rywalker.com/research/openhands",
   "title": "OpenHands | Ry Walker Research",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "76000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://olud.ai/agents",
   "title": "Best Open-Source AI Agents & Frameworks (2026)",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Void",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?license=open-source",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000",
     "description": null,
     "license": null
    },
    {
     "project": "Claw Code",
     "category": null,
     "github_url": null,
     "stars": "194649",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "183448",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "103000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "79895",
     "description": null,
     "license": null
    },
    {
     "project": "Pi",
     "category": null,
     "github_url": null,
     "stars": "68476",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "64426",
     "description": null,
     "license": null
    },
    {
     "project": "Warp",
     "category": null,
     "github_url": null,
     "stars": "62928",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "55117",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "50812",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "47165",
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": "34732",
     "description": null,
     "license": null
    },
    {
     "project": "Void",
     "category": null,
     "github_url": null,
     "stars": "28821",
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": "28100",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "25927",
     "description": null,
     "license": null
    },
    {
     "project": "Kilo CLI",
     "category": null,
     "github_url": null,
     "stars": "25785",
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": "23701",
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": "19727",
     "description": null,
     "license": null
    },
    {
     "project": "oh-my-pi (omp)",
     "category": null,
     "github_url": null,
     "stars": "16611",
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": "15508",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHarness (Ohmo)",
     "category": null,
     "github_url": null,
     "stars": "14635",
     "description": null,
     "license": null
    },
    {
     "project": "Maturana",
     "category": null,
     "github_url": null,
     "stars": "7",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Scottcjn/awesome-agents",
   "title": "GitHub - Scottcjn/awesome-agents: A curated list of AI agent platforms, frameworks, protocols, tools, and resources",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NotFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aeon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rivet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coinbase AgentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rust-norion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google A2A",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol (MCP)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw Beacon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Grazer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agora Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ANP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CorpusIQ",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ComfyUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SillyTavern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RustChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "x402 Payment Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "x402-proxy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fetch.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonolas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai16z ELIZA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Morpheus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SingularityNET",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ocean Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agenttrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ax (agent telemetry)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw Beacon Scorecard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weights & Biases",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portkey",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserTrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "beacon-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google GenAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ollama Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiteLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentWallet SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "N64 nano-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama.cpp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TinyLlama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLC LLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ExecuTorch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Whisper.cpp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TensorFlow Lite Micro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "POWER8 Non-Bijunctive Collapse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://medium.com/towards-artificial-intelligence/the-4-best-open-source-multi-agent-ai-frameworks-2026-9da389f9407a",
   "title": "The 4 Best Open Source Multi-Agent AI Frameworks 2026",
   "projects": [
    {
     "project": "Microsoft AutoGen",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Flexible and scalable framework for complex, multi-turn agent conversations with chat-centric orchestration",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Enterprise-ready, role-based abstraction framework for multi-agent systems",
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Engine for stateful, cyclical workflows modeling agentic workflows as directed or cyclic graphs",
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Enterprise-first, polyglot agent SDK for integrating AI into existing codebases written in C#, Python, or Java",
     "license": null
    }
   ]
  },
  {
   "url": "https://wmcp.sh/roundup/agent-frameworks",
   "title": "AI agent frameworks compared 2026",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://tinyagents.dev/blog/ai-agent-framework-ranking-2026",
   "title": "Every AI Agent Framework Ranked by Real Data (April 2026)",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "183111",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "16091",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "132287",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "47976",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "56671",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "39153",
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": "33423",
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": "26425",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "20558",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "18734",
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic's Agent SDK",
     "category": null,
     "github_url": null,
     "stars": "3122",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": "27636",
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": "21114",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "24698",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "182384",
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": "22208",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://oracore.dev/en/news/170-member-aaif-backs-10-open-source-ai-agent-frameworks-en",
   "title": "170-member AAIF backs 10 open-source AI agent frameworks",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "184000",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain / LangGraph",
     "category": null,
     "github_url": null,
     "stars": "135000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "72100",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "67500",
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": "64000",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "61000",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": "57500",
     "description": null,
     "license": null
    },
    {
     "project": "gpt-engineer",
     "category": null,
     "github_url": null,
     "stars": "55200",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "44000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://cyber-ivy.com/en/articles/open-source-agent-framework-health-stars-2026-07-02",
   "title": "Agent frameworks: why GitHub stars can mislead",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://zarifautomates.com/blog/best-ai-agent-frameworks-for-developers-2026",
   "title": "Best AI Agent Frameworks for Developers in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "31000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?autonomy=semi-autonomous",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000",
     "description": null,
     "license": null
    },
    {
     "project": "Claw Code",
     "category": null,
     "github_url": null,
     "stars": "194649",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "183448",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "103000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "79895",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "64426",
     "description": null,
     "license": null
    },
    {
     "project": "Warp",
     "category": null,
     "github_url": null,
     "stars": "62928",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "55117",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "50812",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "47165",
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": "34732",
     "description": null,
     "license": null
    },
    {
     "project": "Void",
     "category": null,
     "github_url": null,
     "stars": "28821",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "25927",
     "description": null,
     "license": null
    },
    {
     "project": "Kilo CLI",
     "category": null,
     "github_url": null,
     "stars": "25785",
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": "23701",
     "description": null,
     "license": null
    },
    {
     "project": "oh-my-pi (omp)",
     "category": null,
     "github_url": null,
     "stars": "16611",
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": "15508",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHarness (Ohmo)",
     "category": null,
     "github_url": null,
     "stars": "14635",
     "description": null,
     "license": null
    },
    {
     "project": "Kiro",
     "category": null,
     "github_url": null,
     "stars": "3980",
     "description": null,
     "license": null
    },
    {
     "project": "Maturana",
     "category": null,
     "github_url": null,
     "stars": "7",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/caramaschihg%2Fawesome-ai-agents-2026",
   "title": "awesome-ai-agents-2026 | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "OpenClaw Agent Templates",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MagiC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AXME",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rebuff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plasmate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "onUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dyad",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PR-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RooCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Caliber",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InkOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Meta AudioCraft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wan 2.1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HunyuanVideo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LTX Video",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Overloop CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "YAWNING TITAN",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prism Scanner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PandasAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Signals CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "STORM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lorg",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chroma",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "iGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CittaVerse \u4e00\u5ff5\u4e07\u76f8",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Cookbook",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft GenAI for Beginners",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Cookbook",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Documentation",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama.cpp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT4All",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Llamafile",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open WebUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openclaw-starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KinBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anything LLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TeamHero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor AI Automated Team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Entroly",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "model-watchdog",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Llama 4",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen3.6-Plus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSeek V3/R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemma 4",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GLM-4",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mission Control",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAgency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cstack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GNAP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?skills=yes",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "183448",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "79895",
     "description": null,
     "license": null
    },
    {
     "project": "Pi",
     "category": null,
     "github_url": null,
     "stars": "68476",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "50812",
     "description": null,
     "license": null
    },
    {
     "project": "oh-my-pi (omp)",
     "category": null,
     "github_url": null,
     "stars": "16611",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHarness (Ohmo)",
     "category": null,
     "github_url": null,
     "stars": "14635",
     "description": null,
     "license": null
    },
    {
     "project": "Kiro",
     "category": null,
     "github_url": null,
     "stars": "3980",
     "description": null,
     "license": null
    },
    {
     "project": "Maturana",
     "category": null,
     "github_url": null,
     "stars": "7",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ossalt.com/guides/best-self-hosted-ai-agent-frameworks-2026",
   "title": "Best Self-Hosted AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "14000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ai-tldr.dev/releases/kyrolabs-awesome-agents",
   "title": "Awesome Agents \u2014 Curated List of Open-Source AI Agent Tools and Frameworks",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://oracore.dev/news/170-member-aaif-backs-10-open-source-ai-agent-frameworks-en",
   "title": "170-member AAIF backs 10 open-source AI agent frameworks",
   "projects": [
    {
     "project": "AutoGPT",
     "category": "agentic framework/library",
     "github_url": "https://github.com/Significant-Gravitas/AutoGPT",
     "stars": "184000",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain / LangGraph",
     "category": "agentic framework/library",
     "github_url": "https://github.com/langchain-ai/langchain",
     "stars": "135000",
     "description": "positioned as the more production-ready option for stateful workflows",
     "license": null
    },
    {
     "project": "OpenHands",
     "category": "agentic framework/library",
     "github_url": "https://github.com/All-Hands-AI/OpenHands",
     "stars": "72100",
     "description": "for code-heavy automation",
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": "agentic framework/library",
     "github_url": "https://github.com/geekan/MetaGPT",
     "stars": "67500",
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": "agentic framework/library",
     "github_url": "https://github.com/bytedance/deer-flow",
     "stars": "64000",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": "agentic framework/library",
     "github_url": "https://github.com/cline/cline",
     "stars": "61000",
     "description": "for IDE-based agent work",
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": "multi-agent system",
     "github_url": "https://github.com/microsoft/autogen",
     "stars": "57500",
     "description": "for multi-agent systems in regulated environments",
     "license": null
    },
    {
     "project": "gpt-engineer",
     "category": "agentic framework/library",
     "github_url": "https://github.com/AntonOsika/gpt-engineer",
     "stars": "55200",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "agentic framework/library",
     "github_url": "https://github.com/joaomdmoura/crewAI",
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": "agentic framework/library",
     "github_url": "https://github.com/paul-gauthier/aider",
     "stars": "44000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/caramaschiHG/awesome-ai-agents-2026",
   "title": "GitHub - caramaschiHG/awesome-ai-agents-2026: \ud83e\udd16 The most comprehensive list of AI agents, frameworks & tools in 2026. 300+ resources \u00b7 20+ categories \u00b7 Updated monthly.",
   "projects": [
    {
     "project": "GNAP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RooCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Caliber",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PR-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dyad",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Miyabi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MagiC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": "25000",
     "description": null,
     "license": null
    },
    {
     "project": "AXME",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portia AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MicroAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S2 (Simular)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plasmate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "onUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vocode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stable Diffusion 3.5",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InkOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wan 2.1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HunyuanVideo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LTX Video",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Meta AudioCraft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mission Control",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "130000",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rivet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAgency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cstack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Overloop CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "STORM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PandasAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Signals CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chroma",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ollama",
     "category": null,
     "github_url": null,
     "stars": "162000",
     "description": null,
     "license": null
    },
    {
     "project": "llama.cpp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT4All",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Llamafile",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open WebUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "188000",
     "description": null,
     "license": null
    },
    {
     "project": "openclaw-starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KinBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anything LLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TeamHero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor AI Automated Team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP (Model Context Protocol)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A (Agent-to-Agent)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Gateways",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAPI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Entroly",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "model-watchdog",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rebuff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "YAWNING TITAN",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prism Scanner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CittaVerse \u4e00\u5ff5\u4e07\u76f8",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://crewclaw.com/blog/best-ai-agent-frameworks-2026",
   "title": "7 Best AI Agent Frameworks in 2026: Compared by Real Users",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "160000",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/nipunaranasinghe/awesome-ai-agents",
   "title": "NipunaRanasinghe/awesome-ai-agents: A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology. Perfect for developers, researchers, and AI enthusiasts exploring the future of autonomous systems. \u00b7 GitHub",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Neurolink",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LightAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Agent Development Kit)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Assistants API (SDK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taskade",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taskade MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hephaestus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Summoner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KodeAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivemoot Colony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OIXA Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orkas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Better Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fractal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bolt.diy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dr. Claw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Storm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoNumerics",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Caesar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "P2PCLAW",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAJAL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ShortGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoBrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Xquik",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChainGo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents (Python)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms-rs",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta (formerly MemGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tree Ring Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChromaDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portable Handoff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangTrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agenttrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ax",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Evaluation",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Simple Evals",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLLMetry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laminar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OctoAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Governance Toolkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Garak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Presidio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Polaxis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Servers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Agnuxo1/awesome-ai-agents-2025",
   "title": "GitHub - Agnuxo1/awesome-ai-agents-2025: Complete directory of AI agents, frameworks, platforms, and tools \u2014 March 2026 Edition. Covers 100+ tools across coding agents, multi-agent patterns, MCP/A2A protocols, memory, observability, security.",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "19000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://the-agent-report.com/2025/04/open-source-agent-frameworks-comparison",
   "title": "Open-Source Agent Frameworks: A Comparative Guide",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiagentslist.io/best/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks (2026): LangGraph, CrewAI & More",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://centerbit.co/en/blog/open-source-ai-agent-frameworks-2026-comparison",
   "title": "Open Source AI Agent Frameworks 2026: A Critical Comparison | centerbit",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "26900",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "52800",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "58700",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "144000",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dibi8.com/resources/llm-frameworks/ai-agent-frameworks-comparison-2026",
   "title": "LangChain vs CrewAI vs AutoGen vs LlamaIndex vs LangGraph \u2014 AI Agent Frameworks Compared (2026)",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "inf",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://benchgecko.ai/agents",
   "title": "Every AI Agent \u00b7 Tracked | BenchGecko",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://cloudybot.ai/blog/awesome-ai-agents-list-2026",
   "title": "Awesome AI Agents List (2026): Curated Tools, Frameworks, and Hosted Platforms",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Scottcjn/awesome-agents/blob/main/README.md",
   "title": "awesome-agents/README.md at main \u00b7 Scottcjn/awesome-agents",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rivet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coinbase AgentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rust-norion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai16z ELIZA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": "Apache-2.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://felloai.com/cs/agentic-ai-frameworks",
   "title": "Agentic AI Frameworks: 8 Best Options Compared (2026)",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autoagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/rosgluk/openclaw-vs-hermes-agent-stars-downloads-usage-2026-b07",
   "title": "OpenClaw vs Hermes Agent: Stars, Downloads & Usage 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "373616",
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "160175",
     "description": null,
     "license": null
    },
    {
     "project": "Nanobot",
     "category": null,
     "github_url": null,
     "stars": "42873",
     "description": null,
     "license": null
    },
    {
     "project": "AstrBot",
     "category": null,
     "github_url": null,
     "stars": "32709",
     "description": null,
     "license": null
    },
    {
     "project": "ZeroClaw",
     "category": null,
     "github_url": null,
     "stars": "31500",
     "description": null,
     "license": null
    },
    {
     "project": "NanoClaw",
     "category": null,
     "github_url": null,
     "stars": "29143",
     "description": null,
     "license": null
    },
    {
     "project": "PicoClaw",
     "category": null,
     "github_url": null,
     "stars": "29121",
     "description": null,
     "license": null
    },
    {
     "project": "AionUi",
     "category": null,
     "github_url": null,
     "stars": "26025",
     "description": null,
     "license": null
    },
    {
     "project": "NemoClaw",
     "category": null,
     "github_url": null,
     "stars": "20571",
     "description": null,
     "license": null
    },
    {
     "project": "OpenFang",
     "category": null,
     "github_url": null,
     "stars": "17599",
     "description": null,
     "license": null
    },
    {
     "project": "LangBot",
     "category": null,
     "github_url": null,
     "stars": "16084",
     "description": null,
     "license": null
    },
    {
     "project": "memU",
     "category": null,
     "github_url": null,
     "stars": "13672",
     "description": null,
     "license": null
    },
    {
     "project": "IronClaw",
     "category": null,
     "github_url": null,
     "stars": "12305",
     "description": null,
     "license": null
    },
    {
     "project": "Moltworker",
     "category": null,
     "github_url": null,
     "stars": "9899",
     "description": null,
     "license": null
    },
    {
     "project": "MemOS",
     "category": null,
     "github_url": null,
     "stars": "9246",
     "description": null,
     "license": null
    },
    {
     "project": "ClawWork",
     "category": null,
     "github_url": null,
     "stars": "8111",
     "description": null,
     "license": null
    },
    {
     "project": "NullClaw",
     "category": null,
     "github_url": null,
     "stars": "7603",
     "description": null,
     "license": null
    },
    {
     "project": "MimicLaw",
     "category": null,
     "github_url": null,
     "stars": "5422",
     "description": null,
     "license": null
    },
    {
     "project": "Moltis",
     "category": null,
     "github_url": null,
     "stars": "2697",
     "description": null,
     "license": null
    },
    {
     "project": "Clawra",
     "category": null,
     "github_url": null,
     "stars": "2298",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aimultiple.com/multi-agent-frameworks",
   "title": "Top 5 Open-Source Agentic AI Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://linkedin.com/pulse/top-18-open-source-ai-agent-projects-most-github-stars-nocobase-dbmzc",
   "title": "Top 18 Open Source AI Agent Projects with the Most GitHub Stars",
   "projects": [
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lobe Chat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Huginn",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Khoj",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIHawk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agdex.ai/categories/agent-frameworks",
   "title": "Best AI Agent Frameworks (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aitoolanalysis.com/ai-agent-frameworks",
   "title": "AI Agent Frameworks 2026: Which One Should You Actually Build On? (LangGraph vs CrewAI vs OpenAI Agents SDK + 8 More)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents?o=desc&s=stars",
   "title": "Build software better, together",
   "projects": [
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pub.towardsai.net/the-4-best-open-source-multi-agent-ai-frameworks-2026-9da389f9407a",
   "title": "The 4 Best Open Source Multi-Agent AI Frameworks 2026",
   "projects": [
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2510.10666v2",
   "title": "BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions",
   "projects": [
    {
     "project": "BrowserAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SimpleDeepSearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://turingpost.com/p/computer-use-ai-agents",
   "title": "Computer-Use AI Agents: The Best Open-Source & Closed-Source Tools in 2026",
   "projects": [
    {
     "project": "UI-TARS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S3",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UFO\u00b3",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAdapt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-E",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentCPM-GUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/vivy-yi/awesome-agent-orchestration",
   "title": "vivy-yi/awesome-agent-orchestration: \u2b50 Curated list of AI Agent frameworks: AutoGen, CrewAI, MetaGPT, LangGraph, Swarms. Multi-Agent Systems, Swarm Intelligence, A2A Protocol, MCP Protocol. LLM Agents, Agentic AI, Agent Workflows. \u00b7 GitHub",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agency-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MindSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shannon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Solace Agent Mesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipelex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeFuse-muAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "L2MAC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Patchwork",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm-Tools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarms-rs",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lux",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoRT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT-Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BMTools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Subagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flux0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mamba Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai-swarm-node",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Network-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "megazord",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voltmachines",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-swarm-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-orchestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai-agents-go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarm-go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rs-graph-llm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SwiftSwarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ruby-openai-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarm_ex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shifts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "neuron-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarm-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "circuit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "routilux",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CraftFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sentinels",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "titan-orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-a2a-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "python-a2a",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "a2a-net",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "a2a-langgraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nestjs-a2a",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "a2a4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A-MCP-Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "a2a-x402",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Routa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mangaba_ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-mcp-servers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "modelcontextprotocol/registry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "modelcontextprotocol/swift-sdk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-server-qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-server-milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-neo4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mongodb-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mysql_mcp_server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MariaDB/mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-playwright",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-chrome",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mobile-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-filesystem-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jupyter-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fetch-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-graphql",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcpadapt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "arxiv-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-youtube",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "excel-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "drawio-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "freecad-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ida-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kubernetes-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://betterclaw.io/blog/ai-agent-frameworks",
   "title": "AI Agent Frameworks in 2026: CrewAI, AutoGen, LangGraph, and the No-Code Alternative",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "47000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents-framework?l=javascript&o=desc&s=stars",
   "title": "ai-agents-framework \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "Neurite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "spongecake",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "reacher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "oati",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ayautomate.com/blog/best-multi-agent-frameworks",
   "title": "9 Best Multi-Agent Frameworks for Production in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Agent Orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/langchain-ai/open_deep_research",
   "title": "GitHub - langchain-ai/open_deep_research",
   "projects": [
    {
     "project": "Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/simular-ai/agent-s",
   "title": "GitHub - simular-ai/Agent-S: Agent S: an open agentic framework that uses computers like a human",
   "projects": [
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/alexbevi/awesome-agent-frameworks",
   "title": "GitHub - alexbevi/awesome-agent-frameworks: Curated awesome list of open source agent frameworks and tools for building, running, connecting, and observing AI agents.",
   "projects": [
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope Java",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BotSharp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Boxcars",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cheshire Cat AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Embabel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firebase Genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Forge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAIScript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenSX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Java)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (JavaScript)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Antigravity SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gorilla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Griptape",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IntentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS (HuggingGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JoyAgent-JDGenie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KaibanJS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Elixir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laravel AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama-cpp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLPhant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirascope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MS-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL (CAMEL-AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "page-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptise Foundry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI Alibaba",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskingAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypedAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentFS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto Deep Researcher 24x7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AX (Agent Executor)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Back4app",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bindu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/trycua/acu",
   "title": "GitHub - trycua/acu: A curated list of resources about AI agents for Computer Use, including research papers, projects, frameworks, and tools.",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Computer Use Demo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Minecraft Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Computer Use OOTB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cua",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cybergod",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Grunty",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Inferable",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mac Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NatBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Notte Browser Using Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAdapt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterface",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Source Computer Use by E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Self-Operating Computer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Surfkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebMarker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://alicelabs.ai/en/insights/best-ai-agent-frameworks-2026",
   "title": "Alice Labs Top 10 Ranked",
   "projects": [
    {
     "project": "LangGraph 1.x",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework 1.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK 2.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI 1.14.7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows 1.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI 2.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra @mastra/core 1.35",
     "category": null,
     "github_url": null,
     "stars": "24000",
     "description": null,
     "license": null
    },
    {
     "project": "AG2 0.12.2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "140000",
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents?l=rust",
   "title": "ai-agents \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://securityboulevard.com/2026/06/9-open-source-ai-coding-agents-worth-self-hosting",
   "title": "9 Open-Source AI Coding Agents Worth Self-Hosting",
   "projects": [
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": "32000",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": "23700",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": "10000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/trycua/cua",
   "title": "GitHub - trycua/cua: Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.",
   "projects": [
    {
     "project": "Cua",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmniParser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ossinsight.io/collections/ai-agent-frameworks",
   "title": "AI Agent Frameworks \u2014 Top GitHub Repositories & Rankings 2026 | OSSInsight",
   "projects": [
    {
     "project": "Significant-Gravitas/AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "175330.00000000003",
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchain",
     "category": null,
     "github_url": null,
     "stars": "116760.0",
     "description": null,
     "license": null
    },
    {
     "project": "crewAIInc/crewAI",
     "category": null,
     "github_url": null,
     "stars": "37690.0",
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/autogen",
     "category": null,
     "github_url": null,
     "stars": "48270.0",
     "description": null,
     "license": null
    },
    {
     "project": "pydantic/pydantic-ai",
     "category": null,
     "github_url": null,
     "stars": "11880.0",
     "description": null,
     "license": null
    },
    {
     "project": "openai/openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": "14890.0",
     "description": null,
     "license": null
    },
    {
     "project": "mastra-ai/mastra",
     "category": null,
     "github_url": null,
     "stars": "16180.0",
     "description": null,
     "license": null
    },
    {
     "project": "FoundationAgents/MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "59660.0",
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent/voltagent",
     "category": null,
     "github_url": null,
     "stars": "4070.0",
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/JARVIS",
     "category": null,
     "github_url": null,
     "stars": "23670.0",
     "description": null,
     "license": null
    },
    {
     "project": "omega-memory/omega-memory",
     "category": null,
     "github_url": null,
     "stars": "30.0",
     "description": null,
     "license": null
    },
    {
     "project": "camel-ai/camel",
     "category": null,
     "github_url": null,
     "stars": "13720.0",
     "description": null,
     "license": null
    },
    {
     "project": "yoheinakajima/babyagi",
     "category": null,
     "github_url": null,
     "stars": "20990.0",
     "description": null,
     "license": null
    },
    {
     "project": "agno-agi/agno",
     "category": null,
     "github_url": null,
     "stars": "31470.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://digitalmatters.me/artificial-intelligence-ai/ai-agent-framework-landscape",
   "title": "The 2026 AI Agent Framework Landscape: An Overview of OpenClaw, AutoGen, CrewAI, LangGraph, and the Major Alternatives",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework (MAF)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smol Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theoperatorcollective.org/blog/best-ai-agent-frameworks-compared.html",
   "title": "Best AI Agent Frameworks Compared: LangChain vs CrewAI vs AutoGen vs OpenAI Swarm (2026)",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents-automation",
   "title": "ai-agents-automation \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "opencastle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vibe-oncall",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2604.03515v1",
   "title": "Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "135000",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": "100000",
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": "72000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "43000",
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "mini-swe-agent",
     "category": null,
     "github_url": null,
     "stars": "4000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoCodeRover",
     "category": null,
     "github_url": null,
     "stars": "3000",
     "description": null,
     "license": null
    },
    {
     "project": "Agentless",
     "category": null,
     "github_url": null,
     "stars": "2000",
     "description": null,
     "license": null
    },
    {
     "project": "Prometheus",
     "category": null,
     "github_url": null,
     "stars": "1000",
     "description": null,
     "license": null
    },
    {
     "project": "Moatless Tools",
     "category": null,
     "github_url": null,
     "stars": "600",
     "description": null,
     "license": null
    },
    {
     "project": "DARS-Agent",
     "category": null,
     "github_url": null,
     "stars": "70",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://reddit.com/r/LangChain/comments/1rnc2u9/comprehensive_comparison_of_every_ai_agent",
   "title": "Comprehensive comparison of every AI agent framework in 2026 \u2014 LangChain, LangGraph, CrewAI, AutoGen, Mastra, DeerFlow, and 20+ more",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portia AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MicroAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hindsight",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiSeller",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.jetbrains.com/pycharm/2026/06/top-agentic-frameworks-for-building-applications-2026/",
   "title": "Top Agentic Frameworks for Building Applications 2026 - The JetBrains Blog",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents?l=jupyter+notebook",
   "title": "Build software better, together",
   "projects": [
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Graphiti",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Asterisk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2601.18467",
   "title": "OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents",
   "projects": [
    {
     "project": "OffSeeker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kimi-K2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebDancer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebSailor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebShaper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebExplorer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tongyi DeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepDive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ASearcher-v1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rllm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents",
   "title": "ai-agents \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "deepseek-harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gemini-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ponytail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-mem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Front-End-Checklist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "anything-llm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/awesomelistsio/awesome-ai-agents",
   "title": "GitHub - brandonhimpfen/awesome-ai-agents: A curated list of frameworks, tools, platforms, and resources for building AI agents.",
   "projects": [
    {
     "project": "AG2 (AutoGen)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kitaru",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bosun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno Agent UI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph Chat UI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents Starter Projects",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI Quickstarts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGroq",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ImageAgent (LangGraph)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/ai-agents?l=swift",
   "title": "ai-agents \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sidekick",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ghost-os",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wax",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kooky",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/k-kolomeitsev/agent-browser-workspace",
   "title": "GitHub - k-kolomeitsev/agent-browser-workspace: Local browser toolkit for AI agents: deep research and browser use automation with local Chrome (CDP) + Playwright. Flexible, extensible scripts for web navigation, extraction and workflow automatization",
   "projects": [
    {
     "project": "deep_research_bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://derob98.github.io/ailmanac/docs/models/open-source-agent-frameworks",
   "title": "Open-Source AI Agent Frameworks | AILmanac",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pith.science/paper/2607.27562",
   "title": "DeepResearch Agent System",
   "projects": [
    {
     "project": "DeepResearch Agent System",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiwiki.ai/wiki/computer-use_agent",
   "title": "Computer-use agent",
   "projects": [
    {
     "project": "Self-Operating Computer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SkyVern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser-Use",
     "category": null,
     "github_url": null,
     "stars": "21000",
     "description": null,
     "license": null
    },
    {
     "project": "Multi-On",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic computer-use-demo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai/openai-cua-sample-app",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cua Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UFO Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserGym",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://rywalker.com/research/agno",
   "title": "Agno | Ry Walker Research",
   "projects": [
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "40629",
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://papers.fzhiy.net/papers/2607-02453.html",
   "title": "Adoption and Ecosystem Health: A Longitudinal Analysis of Open-Source Multi-Agent Frameworks",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "111967",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://env.dev/ai/awesome-ai-coding",
   "title": "Awesome AI Coding Lists",
   "projects": [
    {
     "project": "awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-ai-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ssojet.com/blog/open-source-ai-coding-agents",
   "title": "9 Open-Source AI Coding Agents Worth Self-Hosting",
   "projects": [
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": "32000",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": "23700",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": "10000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dupple.com/learn/best-ai-agent-frameworks",
   "title": "The 8 Best AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "47000",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/open-gsd/gsd-browser/blob/main/AGENTS.md",
   "title": "gsd-browser/AGENTS.md at main \u00b7 open-gsd/gsd-browser",
   "projects": [
    {
     "project": "gsd-browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/llmhub-dev/open-computer-use",
   "title": "GitHub - coasty-ai/open-computer-use: State of the Art 82% OSWorld Computer Using Agent, production-ready. Remote and Local! Setup using one API Key",
   "projects": [
    {
     "project": "Open Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://openclawhub.uk/en",
   "title": "AI Agent Tools Directory & Navigator | OpenClawHub",
   "projects": [
    {
     "project": "picoclaw",
     "category": null,
     "github_url": null,
     "stars": "29700.000000000004",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185700.0",
     "description": null,
     "license": null
    },
    {
     "project": "babyagi",
     "category": null,
     "github_url": null,
     "stars": "22300.0",
     "description": null,
     "license": null
    },
    {
     "project": "QClaw",
     "category": null,
     "github_url": null,
     "stars": "0.0",
     "description": null,
     "license": null
    },
    {
     "project": "Kimi Claw",
     "category": null,
     "github_url": null,
     "stars": "0.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/fire17/awesome-stars",
   "title": "GitHub - fire17/awesome-stars: Curated List of all my starred repos on github",
   "projects": [
    {
     "project": "StartupHakk/OpenMonoAgent.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai/symphony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dicklesworthstone/ntm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sympozium-ai/sympozium",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pinchtab/pinchtab",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gentleman-programming/engram",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "klawsh/klaw.sh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gastownhall/beads",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "github/gh-aw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gastownhall/gastown",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "danshapiro/gastown",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "danielmiessler/Fabric",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ksimback/hermes-ecosystem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "alchaincyf/darwin-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "disler/bowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent0ai/dox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/yzfly/awesome-voice-agents",
   "title": "GitHub - yzfly/awesome-voice-agents: A curated list of voice AI agent frameworks, tools, resources, and best practices",
   "projects": [
    {
     "project": "TEN Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vision Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Realtime Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai-agents-js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "call-center-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vocode Core",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bolna",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMRTC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ultravox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Unmute (Kyutai)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastRTC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Speaches",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gabber",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dograh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "huggingface/speech-to-speech",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rapida voice-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Patter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EchoKit Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "adk-rust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flowcat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "airi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "warashi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "talk-to-fengge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "wukong-robot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BentoVoiceAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AVA - AI Voice Agent for Asterisk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph Voice Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RealtimeVoiceChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "react-voice-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "voice-demo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://vegavid.com/blog/open-source-agentic-frameworks",
   "title": "Top 10 Open Source Agentic Frameworks for 2026: Complete Developer Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentsearchengine.app/best/python-coding-agents",
   "title": "Best Python coding agents in 2026",
   "projects": [
    {
     "project": "Skill_Seekers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openevolve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "semble",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude_codex_bridge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "teaql-agent-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cocoindex-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoreCoder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "spec_driven_develop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openyak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "http://github.com/OpenBMB/AgentCPM",
   "title": "GitHub - OpenBMB/AgentCPM: An End-to-End Infrastructure for Training and Evaluating Various LLM Agents",
   "projects": [
    {
     "project": "AgentCPM-Explore",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentCPM-Report",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentRL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentToLeaP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UltraRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentCPM-GUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiniCPM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiniCPM-V",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/xlang-ai/OpenCUA",
   "title": "GitHub - xlang-ai/OpenCUA: [NeurIPS 2025 Spotlight] OpenCUA: Open Foundations for Computer-Use Agents",
   "projects": [
    {
     "project": "OpenCUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Meituan EvoCUA Team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OSWorld",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DuckTrack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAdapt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://buildmvpfast.com/blog/langgraph-vs-crewai-vs-autogen-vs-swarms-agent-framework-2026",
   "title": "LangGraph vs CrewAI vs AutoGen vs Swarms: Which Agent Framework Wins in 2026?",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "45400",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "55300",
     "description": null,
     "license": null
    },
    {
     "project": "Swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ossinsight.io/blog/rust-ai-agent-infrastructure-2026",
   "title": "The Rust Shift: How GitHub's AI Agent Infrastructure Changed Languages",
   "projects": [
    {
     "project": "sigoden/aichat",
     "category": null,
     "github_url": null,
     "stars": "9740",
     "description": null,
     "license": null
    },
    {
     "project": "0xPlaygrounds/rig",
     "category": null,
     "github_url": null,
     "stars": "6758",
     "description": null,
     "license": null
    },
    {
     "project": "block/goose",
     "category": null,
     "github_url": null,
     "stars": "33979",
     "description": null,
     "license": null
    },
    {
     "project": "vercel-labs/agent-browser",
     "category": null,
     "github_url": null,
     "stars": "26316",
     "description": null,
     "license": null
    },
    {
     "project": "nearai/ironclaw",
     "category": null,
     "github_url": null,
     "stars": "11325",
     "description": null,
     "license": null
    },
    {
     "project": "zeroclaw-labs/zeroclaw",
     "category": null,
     "github_url": null,
     "stars": "29272",
     "description": null,
     "license": null
    },
    {
     "project": "AlexsJones/llmfit",
     "category": null,
     "github_url": null,
     "stars": "20856",
     "description": null,
     "license": null
    },
    {
     "project": "RightNow-AI/openfang",
     "category": null,
     "github_url": null,
     "stars": "16145",
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA/OpenShell",
     "category": null,
     "github_url": null,
     "stars": "4341",
     "description": null,
     "license": null
    },
    {
     "project": "googleworkspace/cli",
     "category": null,
     "github_url": null,
     "stars": "23611",
     "description": null,
     "license": null
    },
    {
     "project": "sheeki03/tirith",
     "category": null,
     "github_url": null,
     "stars": "2108",
     "description": null,
     "license": null
    },
    {
     "project": "zerobootdev/zeroboot",
     "category": null,
     "github_url": null,
     "stars": "1874",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://libhunt.com/topic/agents",
   "title": "Top 23 Agent Open-Source Projects | LibHunt",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185004",
     "description": null,
     "license": null
    },
    {
     "project": "langflow",
     "category": null,
     "github_url": null,
     "stars": "149846",
     "description": null,
     "license": null
    },
    {
     "project": "awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": "114964",
     "description": null,
     "license": null
    },
    {
     "project": "Prompt-Engineering-Guide",
     "category": null,
     "github_url": null,
     "stars": "75719",
     "description": null,
     "license": null
    },
    {
     "project": "autogen",
     "category": null,
     "github_url": null,
     "stars": "59066",
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": "53943",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "53689",
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": "50218",
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": "46999",
     "description": null,
     "license": null
    },
    {
     "project": "CL4R1T4S",
     "category": null,
     "github_url": null,
     "stars": "42375",
     "description": null,
     "license": null
    },
    {
     "project": "agno",
     "category": null,
     "github_url": null,
     "stars": "40772",
     "description": null,
     "license": null
    },
    {
     "project": "MindsDB",
     "category": null,
     "github_url": null,
     "stars": "39317",
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": "36971",
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": "35314",
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": "35151",
     "description": null,
     "license": null
    },
    {
     "project": "PageIndex",
     "category": null,
     "github_url": null,
     "stars": "33201",
     "description": null,
     "license": null
    },
    {
     "project": "composio",
     "category": null,
     "github_url": null,
     "stars": "28823",
     "description": null,
     "license": null
    },
    {
     "project": "sim",
     "category": null,
     "github_url": null,
     "stars": "28760",
     "description": null,
     "license": null
    },
    {
     "project": "chroma",
     "category": null,
     "github_url": null,
     "stars": "28480",
     "description": null,
     "license": null
    },
    {
     "project": "graphiti",
     "category": null,
     "github_url": null,
     "stars": "27620",
     "description": null,
     "license": null
    },
    {
     "project": "openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": "27252",
     "description": null,
     "license": null
    },
    {
     "project": "MLflow",
     "category": null,
     "github_url": null,
     "stars": "26597",
     "description": null,
     "license": null
    },
    {
     "project": "agenticSeek",
     "category": null,
     "github_url": null,
     "stars": "26528",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://gitwtfhub.com/e2b-dev/awesome-ai-agents",
   "title": "e2b-dev/awesome-ai-agents",
   "projects": [
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent4Rec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://trendix.tech/ai-agent-framework",
   "title": "AI Agent Framework",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000005",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "26000",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": "39000",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "38000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "26000",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": "23000",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "45000",
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "8000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://wizr.ai/blog/best-ai-agent-frameworks-for-enterprise",
   "title": "11 Best AI Agent Frameworks for Enterprises in 2026: A CTO's Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen / AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fungies.io/multi-agent-orchestration-frameworks-2026",
   "title": "Multi-Agent Orchestration Frameworks in 2026: Complete Guide to CrewAI, LangGraph &#038; Dify",
   "projects": [
    {
     "project": "Terminal-based AI coding agents",
     "category": "agent application",
     "github_url": null,
     "stars": "561600",
     "description": "terminal-based AI coding agents",
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": "agent application",
     "github_url": "github.com/openclaw/openclaw",
     "stars": "350000",
     "description": "fastest open-source growth in GitHub history",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "multi-agent orchestration framework",
     "github_url": null,
     "stars": null,
     "description": "role-based agent teams",
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "multi-agent orchestration framework",
     "github_url": null,
     "stars": null,
     "description": "state machine control",
     "license": null
    },
    {
     "project": "Dify",
     "category": "multi-agent orchestration framework",
     "github_url": null,
     "stars": null,
     "description": "visual multi-agent builder",
     "license": null
    }
   ]
  },
  {
   "url": "https://clawdbytes.com/article/2026-06-14-open-cowork-open-source-alternative-to-claude-cowork-with-byok.html",
   "title": "Open-Cowork Brings Claude Cowork's AI Agentics to Open-Source Masses with BYOK Support",
   "projects": [
    {
     "project": "Open-Cowork",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": "An open-source alternative to Claude Cowork that watches your screen and executes tasks on command, handling computer work with BYOK support.",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://autolearningagents.com/ai-agent-frameworks",
   "title": "AI Agent Frameworks: Complete Comparison Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Vertex AI Agent Builder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini API",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Amazon Bedrock Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "N8N",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FlowiseAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ai-toolbase.com/en/best/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/AQ-MedAI/AntAFu-DeepResearch",
   "title": "GitHub - AQ-MedAI/AntAFu-DeepResearch",
   "projects": [
    {
     "project": "AntAFu-DeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SlimSearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebClipper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pyshine.com/CUA-Open-Source-Computer-Use-Agent-Infrastructure",
   "title": "CUA: Open-Source Infrastructure for Computer-Use Agents",
   "projects": [
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://context-awesome.com/list/aylar-ghezelbash/awesome-ai-agents",
   "title": "awesome-ai-agents \u2014 43 curated resources | Context Awesome",
   "projects": [
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent4Rec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentPilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://skillexchange.market/blog/top-10-ai-agent-frameworks-compared-2026",
   "title": "Top 10 AI Agent Frameworks Compared (2026)",
   "projects": [
    {
     "project": "LangChain",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "General-purpose agent development with maximum flexibility",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Multi-agent teams with role-based collaboration",
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "A2A-first architectures and Google Cloud ecosystems",
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Research-focused multi-agent systems and conversational agents",
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Enterprise .NET applications and Microsoft 365 integration",
     "license": null
    },
    {
     "project": "Haystack",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Production RAG and search-heavy agent applications",
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Data-centric agents with complex data pipelines",
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Type-safe, production-critical agent systems",
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "OpenAI-native development with minimal abstraction",
     "license": null
    },
    {
     "project": "Mastra",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "TypeScript-native full-stack agent applications",
     "license": null
    }
   ]
  },
  {
   "url": "https://futureagi.com/blog/agent-evaluation-frameworks-2026",
   "title": "Agent Evaluation Frameworks in 2026: 6 Picks Compared",
   "projects": [
    {
     "project": "OpenAI Evals",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "traceAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-evaluation",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInference",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "\u03c4-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://toolradar.com/guides/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks in 2026 | Expert Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen / AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Weizhena/Deep-Research-skills?tab=readme-ov-file",
   "title": "GitHub - Weizhena/Deep-Research-skills: Structured deep research skill for Claude Code/Open Code/Codex with human-in-the-loop control",
   "projects": [
    {
     "project": "Deep Research Skill for Claude Code / OpenCode / Codex",
     "category": null,
     "github_url": "https://github.com/Weizhena/deep-research-skills",
     "stars": null,
     "description": "A structured research workflow skill for Claude Code, OpenCode, and Codex, supporting two-phase research: outline generation and deep investigation.",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://github.com/TurixAI/TuriX-CUA",
   "title": "GitHub - TurixAI/TuriX-CUA: This is the official website for TuriX Computer-use-Agent",
   "projects": [
    {
     "project": "TuriX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/mlnjsh/awesome-agentic-ai",
   "title": "GitHub - mlnjsh/awesome-agentic-ai: A curated list of Agentic AI frameworks, papers, tools, and resources for building autonomous AI agents",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gorilla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemGPT / Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChromaDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FAISS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserGym",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tau-Bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HumanEval",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aimultiple.com/tr/agentic-frameworks",
   "title": "Top 5 Open-Source Agentic AI Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://techsy.io/es/blog/best-ai-agent-frameworks-2026",
   "title": "The 11 Best AI Agent Frameworks in 2026 (with the 3 to Skip)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "24800",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "44300",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "21200",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "17800",
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": "54600",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/jaipalsingh/15-best-ai-agent-frameworks-for-enterprise-open-source-to-managed-2026-27c8",
   "title": "15 Best AI Agent Frameworks for Enterprise: Open-Source to Managed (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://flowhunt.io/blog/ai-agent-frameworks",
   "title": "Best AI Agent Frameworks in 2026: LangChain, CrewAI, AutoGen & More",
   "projects": [
    {
     "project": "FlowHunt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "90000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/computer-use-agents?l=typescript",
   "title": "computer-use-agents \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "open-cowork",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "helios",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "computer-use-scrapybara-CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://jimmysong.io/blog/open-source-ai-agent-workflow-comparison",
   "title": "Open Source AI Agent Platform Comparison (2026): n8n, Dify, LangGraph, Coze, RAGFlow",
   "projects": [
    {
     "project": "Coze Studio/Loop",
     "category": null,
     "github_url": null,
     "stars": "15000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://papers.cool/arxiv/2607.02453",
   "title": "Adoption and Ecosystem Health: A Longitudinal Analysis of Open-Source Multi-Agent Frameworks | Cool Papers",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "111967",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome-ai-agents.korchasa.dev",
   "title": "Awesome AI Agents",
   "projects": [
    {
     "project": "2FastLabs/agent-squad",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "affaan-m/ECC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentscope-ai/agentscope-java",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aiming-lab/AutoResearchClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awslabs/multi-agent-orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cft0808/edict",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/DeepCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KunAgent/Kun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemoriLabs/Memori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/agent-framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/JARVIS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "omnigent-ai/omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PurpleAILAB/Decepticon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rowboatlabs/rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ruvnet/ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "xbtlin/ai-berkshire",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Yeachan-Heo/oh-my-claude-sisyphus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel-ai/oasis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Graphify-Labs/graphify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hawksight-AI/semantica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "liveblocks/liveblocks",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "siyuan-note/siyuan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel-ai/owl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ComposioHQ/awesome-claude-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAIInc/crewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "datahaven-xyz/datahaven",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EKKOLearnAI/hermes-web-ui",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoMap/evolver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fathah/hermes-desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FoundationAgents/MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GetBindu/Bindu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "github/awesome-copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "iflytek/skillhub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "iii-hq/iii",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InsForge/InsForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lobehub/lobehub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "micro/go-micro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mindsdb/mindshub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nesquena/hermes-webui",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai/openai-agents-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenBMB/ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rohitg00/agentmemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shanraisshan/claude-code-best-practice",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shubhamsaboo/awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sickn33/agentic-awesome-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ValueCell-ai/ClawX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent/awesome-agent-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent/awesome-claude-code-subagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VRSEN/agency-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zeroclaw-labs/zeroclaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adam-CAD/CADAM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agno-agi/agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/open-code-review",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "arc53/DocsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel-ai/camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "droidrun/mobilerun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "eosphoros-ai/DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "esengine/DeepSeek-Reasonix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FoundationAgents/OpenManus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "genkit-ai/genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hiyouga/LlamaFactory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hugohe3/ppt-master",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InternLM/MindSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "iOfficeAI/AionUi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ItzCrazyKns/Perplexica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ItzCrazyKns/Vane",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "janhq/jan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "koala73/worldmonitor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MadsLorentzen/ai-job-search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "santifer/career-ops",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "X-PLUG/MobileAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zhayujie/CowAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenBMB/AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SolaceLabs/solace-agent-mesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "apache/hertzbeat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "junhoyeo/tokscale",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MervinPraison/PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "raga-ai-hub/RagaAI-Catalyst",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "superset-sh/superset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "darrenhinde/OpenAgentsControl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deepset-ai/haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/Agentic-AIGC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "julep-ai/julep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Netflix/metaflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nexu-io/open-design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "op7418/guizang-ppt-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "presenton/presenton",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "The-Pocket/PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "thesysdev/openui",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ATH-MaaS/ComfyUI-Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "automazeio/ccpm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "calesthio/OpenMontage",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dagger/dagger",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flyteorg/flyte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "humanlayer/12-factor-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "iflytek/astron-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kestra-io/kestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langflow-ai/langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lastmile-ai/mcp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mindsdb/minds",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mindsdb/minds-platform",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PrefectHQ/marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "stablyai/orca",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "stanfordnlp/dspy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "teableio/teable",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "triggerdotdev/trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UfoMiao/zcf",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yoheinakajima/babyagi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dataelement/bisheng",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kyegomez/swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langgraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/semantic-kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MotiaDev/motia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent/voltagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aiwaves-cn/agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "getzep/zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "headroomlabs-ai/headroom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/opengpts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "letta-ai/letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "topoteretes/cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aden-hive/hive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchainjs",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "thedotmack/claude-mem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vectorize-io/hindsight",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "arcee-ai/mergekit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "asgeirtj/system_prompts_leaks",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dottxt-ai/outlines",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dzhng/deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/RAG-Anything",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "icip-cas/PPTAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/RD-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "titanwings/colleague-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bytedance/deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "friuns2/BlackFriday-GPTs-Prompts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "guidance-ai/guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "refly-ai/refly",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VectifyAI/PageIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "developersdigest/llm-answer-engine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fosowl/agenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/AI-Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InternLM/xtuner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MODSetter/SurfSense",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent0ai/agent-zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentscope-ai/QwenPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Alibaba-NLP/WebAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "assafelovic/gpt-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "chuspeeism/dashi-ppt-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "chuspeeism/dashiAI-ppt-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cloudflare/moltworker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DearVa/Everywhere",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DietrichGebert/ponytail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ghuntley/how-to-build-a-coding-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "googleworkspace/cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/DeepTutor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "leon-ai/leon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mukul975/Anthropic-Cybersecurity-Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanocoai/nanoclaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "screenpipe/screenpipe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sickn33/antigravity-awesome-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "volcengine/MineContext",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "XiaomiMiMo/MiMo-Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BerriAI/litellm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "emcie-co/parlant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FlowiseAI/Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenBMB/ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-infra/sandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Alibaba-NLP/DeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/page-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "areal-project/AReaL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use/browser-harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bytedance/trae-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "coze-dev/coze-loop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "coze-dev/coze-studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "google/adk-go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "huggingface/smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JCodesMore/ai-website-cloner-template",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kepano/obsidian-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KKKKhazix/khazix-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/agent-lightning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiroMindAI/MiroThinker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA-NeMo/Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "op7418/guizang-social-card-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenPipe/ART",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "opensandbox-group/OpenSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Panniantong/Agent-Reach",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pinpoint-apm/pinpoint",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "plastic-labs/honcho",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "steipete/agent-scripts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "strands-agents/harness-sdk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "superradcompany/microsandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskingAI/TaskingAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TencentCloud/CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TencentCloud/TencentDB-Agent-Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "transitive-bullshit/agentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BloopAI/vibe-kanban",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cobusgreyling/loop-engineering",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "code-yeongyu/oh-my-openagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "code-yeongyu/oh-my-opencode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Donchitos/Claude-Code-Game-Studios",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ed1s0nZ/CyberStrikeAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "elizaOS/eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "getpaseo/paseo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "herdrdev/herdr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/open-swe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NirDiamant/agents-towards-production",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA/NemoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ruvnet/claude-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "strands-agents/sdk-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "tambo-ai/tambo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "YaoApp/yao",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Yeachan-Heo/oh-my-claudecode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "567-labs/instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "google/adk-samples",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langfuse/langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mudler/LocalAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN-framework/ten-framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/nacos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "e2b-dev/E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GoogleCloudPlatform/agent-starter-pack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ollama/ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zebbern/claude-code-guide",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "0xPlaygrounds/rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crestalnetwork/intentkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "daytonaio/daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "e2b-dev/awesome-ai-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GoogleCloudPlatform/generative-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgenius/dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mlflow/mlflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mnfst/manifest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "purocean/yn",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pydantic/pydantic-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "thesysdev/crayon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zenml-io/zenml",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "activeloopai/deeplake",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agiresearch/AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "backnotprop/plannotator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "can1357/oh-my-pi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "clidey/whodb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crynta/terax-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GaiaNet-AI/gaianet-node",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gitlawb/openclaude",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "google/adk-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kyrolabs/awesome-langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leonxlnx/taste-skill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "max-sixty/worktrunk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "millionco/react-doctor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nikivdev/flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "reworkd/AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "unslothai/unsloth",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "x-cmd/x-cmd",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arindam200/awesome-ai-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "astrid-runtime/astrid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/AutoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "holaboss-ai/holaOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-use/mcp-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemTensor/MemOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenByteInc/QuantDinger",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PySpur-Dev/pyspur",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Q00/ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RightNow-AI/openfang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://builderai.tools/blog/agent-framework-landscape-2026-buyers-guide",
   "title": "The Agent Framework Landscape: A 2026 Buyer's Guide for Builders",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pecollective.com/tools/best-ai-agents",
   "title": "Best AI Agents in 2026: 10 Production-Ready Tools Ranked",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://jesscoburn.com/blog/exploring-top-ai-agent-frameworks-q3-2024-guide",
   "title": "Top AI Agent Frameworks: A 2026 Comparison Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/0xNyk/awesome-agent-cortex/blob/main/README.md",
   "title": "awesome-agent-cortex/README.md at main \u00b7 0xNyk/awesome-agent-cortex",
   "projects": [
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ElizaOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google A2A",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Julep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magentic-One",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCodex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://devstarsj.github.io/ai/frameworks/2026/03/15/agentic-ai-frameworks-langchain-vs-langgraph-vs-autogen-2026",
   "title": "Agentic AI Frameworks in 2026: LangChain vs LangGraph vs AutoGen vs CrewAI",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.danielrosehill.com/resources/lists/aggregated-resource-lists/deep-research-projects-0425",
   "title": "Deep Research Projects | Resource Lists | Daniel Rosehill",
   "projects": [
    {
     "project": "dzhng/deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/local-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jina-ai/node-DeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "btahir/open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "theworldofagents/Agentic-Reasoning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "grapeot/deep_research_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "neoneye/PlanExe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "u14app/deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "eRuaro/open-gemini-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codebucks27/Deep-Research-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "G4brym/workers-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "julianofirme/lens-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kvcops/Deep-Research-using-Gemini-api",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnotiaWang/deep-research-web-ui",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kaymen99/local-rag-researcher-deepseek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HarshJ23/Deeper-Seeker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "siddharth-Kharche/Multi-Agent-AI-Researcher-Powered-by-DeepSeek-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rasmurtech/DeepSeekDeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aws-samples/sample-bedrock-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ozamatash/deep-research-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "qpd-v/mcp-DEEPwebresearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ssdeanx/deep-research-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cam10001110101/mcp-server-ollama-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LearningCircuit/local-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "epuerta9/deep-research-py",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zilliztech/deep-searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zamalali/DeepGit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitsSaikat/Deep-Research-Arxiv",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitsSaikat/Open-Deep-Research-App",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aymenfurter/smartrag",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ScienceOne-AI/DeepLiterature",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pogjester/company-research-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nickscamara/open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fdarkaou/open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "omni-georgio/deep_research-",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mluggy/apify-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shibing624/deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/supersynergy%2Fawesome-ai-agents-2025?topic=code-interpreter",
   "title": "awesome-ai-agents-2025 | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta / MemGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://braiviq.com/blog/ai-agent-frameworks-2026-langgraph-crewai-autogen-uk-enterprise",
   "title": "LangGraph vs CrewAI vs AutoGen - How To Pick The 2026 AI Agent Framework Your Engineering Team Will Not Regret",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Llama Stack Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://respan.ai/articles/best-ai-agent-frameworks-2026",
   "title": "12 Best AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": "22000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/IssamLaradji/awesome-deep-research",
   "title": "GitHub - IssamLaradji/awesome-deep-research",
   "projects": [
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus-RL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Operator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PaperQA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://bla5k.com/open-source-ai-tools",
   "title": "Open Source AI Tools on GitHub (6048 Free Repos) | bla5k",
   "projects": [
    {
     "project": "Cline - Claude Dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSeek-TUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fabric - augmenting humans using AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GLM (Zhipu AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTEngineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Little-Coder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Reach",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Skills for iOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex Router",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose AI agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HumanLayer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw Agent Templates",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "affaan-m/ECC",
     "category": null,
     "github_url": null,
     "stars": "238965",
     "description": null,
     "license": null
    },
    {
     "project": "NousResearch/hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "227842",
     "description": null,
     "license": null
    },
    {
     "project": "ollama/ollama",
     "category": null,
     "github_url": null,
     "stars": "178131",
     "description": null,
     "license": null
    },
    {
     "project": "langflow-ai/langflow",
     "category": null,
     "github_url": null,
     "stars": "152981",
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchain",
     "category": null,
     "github_url": null,
     "stars": "143801",
     "description": null,
     "license": null
    },
    {
     "project": "Shubhamsaboo/awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": "131721",
     "description": null,
     "license": null
    },
    {
     "project": "farion1231/cc-switch",
     "category": null,
     "github_url": null,
     "stars": "125922",
     "description": null,
     "license": null
    },
    {
     "project": "nextlevelbuilder/ui-ux-pro-max-skill",
     "category": null,
     "github_url": null,
     "stars": "114957",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use/browser-use",
     "category": null,
     "github_url": null,
     "stars": "108452",
     "description": null,
     "license": null
    },
    {
     "project": "google-gemini/gemini-cli",
     "category": null,
     "github_url": null,
     "stars": "106430",
     "description": null,
     "license": null
    },
    {
     "project": "Graphify-Labs/graphify",
     "category": null,
     "github_url": null,
     "stars": "104530",
     "description": null,
     "license": null
    },
    {
     "project": "harry0703/MoneyPrinterTurbo",
     "category": null,
     "github_url": null,
     "stars": "102313",
     "description": null,
     "license": null
    },
    {
     "project": "DietrichGebert/ponytail",
     "category": null,
     "github_url": null,
     "stars": "99200",
     "description": null,
     "license": null
    },
    {
     "project": "JuliusBrussee/caveman",
     "category": null,
     "github_url": null,
     "stars": "97024",
     "description": null,
     "license": null
    },
    {
     "project": "TauricResearch/TradingAgents",
     "category": null,
     "github_url": null,
     "stars": "96836",
     "description": null,
     "license": null
    },
    {
     "project": "thedotmack/claude-mem",
     "category": null,
     "github_url": null,
     "stars": "90177",
     "description": null,
     "license": null
    },
    {
     "project": "infiniflow/ragflow",
     "category": null,
     "github_url": null,
     "stars": "87120",
     "description": null,
     "license": null
    },
    {
     "project": "nexu-io/open-design",
     "category": null,
     "github_url": null,
     "stars": "84705",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands/OpenHands",
     "category": null,
     "github_url": null,
     "stars": "83531",
     "description": null,
     "license": null
    },
    {
     "project": "bytedance/deer-flow",
     "category": null,
     "github_url": null,
     "stars": "79600",
     "description": null,
     "license": null
    },
    {
     "project": "dair-ai/Prompt-Engineering-Guide",
     "category": null,
     "github_url": null,
     "stars": "77370",
     "description": null,
     "license": null
    },
    {
     "project": "rtk-ai/rtk",
     "category": null,
     "github_url": null,
     "stars": "75344",
     "description": null,
     "license": null
    },
    {
     "project": "Leonxlnx/taste-skill",
     "category": null,
     "github_url": null,
     "stars": "74552",
     "description": null,
     "license": null
    },
    {
     "project": "shareAI-lab/learn-claude-code",
     "category": null,
     "github_url": null,
     "stars": "73650",
     "description": null,
     "license": null
    },
    {
     "project": "binary-husky/gpt_academic",
     "category": null,
     "github_url": null,
     "stars": "71198",
     "description": null,
     "license": null
    },
    {
     "project": "FoundationAgents/MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "69738",
     "description": null,
     "license": null
    },
    {
     "project": "Panniantong/Agent-Reach",
     "category": null,
     "github_url": null,
     "stars": "69563",
     "description": null,
     "license": null
    },
    {
     "project": "ruvnet/ruflo",
     "category": null,
     "github_url": null,
     "stars": "67473",
     "description": null,
     "license": null
    },
    {
     "project": "xtekky/gpt4free",
     "category": null,
     "github_url": null,
     "stars": "66535",
     "description": null,
     "license": null
    },
    {
     "project": "headroomlabs-ai/headroom",
     "category": null,
     "github_url": null,
     "stars": "65614",
     "description": null,
     "license": null
    },
    {
     "project": "Mintplex-Labs/anything-llm",
     "category": null,
     "github_url": null,
     "stars": "64521",
     "description": null,
     "license": null
    },
    {
     "project": "santifer/career-ops",
     "category": null,
     "github_url": null,
     "stars": "63293",
     "description": null,
     "license": null
    },
    {
     "project": "mem0ai/mem0",
     "category": null,
     "github_url": null,
     "stars": "62867",
     "description": null,
     "license": null
    },
    {
     "project": "sansan0/TrendRadar",
     "category": null,
     "github_url": null,
     "stars": "61299",
     "description": null,
     "license": null
    },
    {
     "project": "ZhuLinsen/daily_stock_analysis",
     "category": null,
     "github_url": null,
     "stars": "61036",
     "description": null,
     "license": null
    },
    {
     "project": "MemPalace/mempalace",
     "category": null,
     "github_url": null,
     "stars": "58257",
     "description": null,
     "license": null
    },
    {
     "project": "mvanhorn/last30days-skill",
     "category": null,
     "github_url": null,
     "stars": "57742",
     "description": null,
     "license": null
    },
    {
     "project": "zylon-ai/private-gpt",
     "category": null,
     "github_url": null,
     "stars": "57414",
     "description": null,
     "license": null
    },
    {
     "project": "crewAIInc/crewAI",
     "category": null,
     "github_url": null,
     "stars": "56857",
     "description": null,
     "license": null
    },
    {
     "project": "aaif-goose/goose",
     "category": null,
     "github_url": null,
     "stars": "52605",
     "description": null,
     "license": null
    },
    {
     "project": "run-llama/llama_index",
     "category": null,
     "github_url": null,
     "stars": "51501",
     "description": null,
     "license": null
    },
    {
     "project": "usestrix/strix",
     "category": null,
     "github_url": null,
     "stars": "50582",
     "description": null,
     "license": null
    },
    {
     "project": "huginn/huginn",
     "category": null,
     "github_url": null,
     "stars": "49765",
     "description": null,
     "license": null
    },
    {
     "project": "Aider-AI/aider",
     "category": null,
     "github_url": null,
     "stars": "48077",
     "description": null,
     "license": null
    },
    {
     "project": "jeecgboot/JeecgBoot",
     "category": null,
     "github_url": null,
     "stars": "47341",
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/qlib",
     "category": null,
     "github_url": null,
     "stars": "47215",
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/nanobot",
     "category": null,
     "github_url": null,
     "stars": "46795",
     "description": null,
     "license": null
    },
    {
     "project": "router-for-me/CLIProxyAPI",
     "category": null,
     "github_url": null,
     "stars": "46720",
     "description": null,
     "license": null
    },
    {
     "project": "KeygraphHQ/shannon",
     "category": null,
     "github_url": null,
     "stars": "46596",
     "description": null,
     "license": null
    },
    {
     "project": "zhayujie/CowAgent",
     "category": null,
     "github_url": null,
     "stars": "46430",
     "description": null,
     "license": null
    },
    {
     "project": "calesthio/OpenMontage",
     "category": null,
     "github_url": null,
     "stars": "46268",
     "description": null,
     "license": null
    },
    {
     "project": "sickn33/agentic-awesome-skills",
     "category": null,
     "github_url": null,
     "stars": "44681",
     "description": null,
     "license": null
    },
    {
     "project": "kepano/obsidian-skills",
     "category": null,
     "github_url": null,
     "stars": "44529",
     "description": null,
     "license": null
    },
    {
     "project": "diegosouzapw/OmniRoute",
     "category": null,
     "github_url": null,
     "stars": "44034",
     "description": null,
     "license": null
    },
    {
     "project": "coreyhaines31/marketingskills",
     "category": null,
     "github_url": null,
     "stars": "43657",
     "description": null,
     "license": null
    },
    {
     "project": "danny-avila/LibreChat",
     "category": null,
     "github_url": null,
     "stars": "41850",
     "description": null,
     "license": null
    },
    {
     "project": "agno-agi/agno",
     "category": null,
     "github_url": null,
     "stars": "41637",
     "description": null,
     "license": null
    },
    {
     "project": "stablyai/orca",
     "category": null,
     "github_url": null,
     "stars": "40637",
     "description": null,
     "license": null
    },
    {
     "project": "Hmbown/CodeWhale",
     "category": null,
     "github_url": null,
     "stars": "40595",
     "description": null,
     "license": null
    },
    {
     "project": "pingcap/tidb",
     "category": null,
     "github_url": null,
     "stars": "40413",
     "description": null,
     "license": null
    },
    {
     "project": "heygen-com/hyperframes",
     "category": null,
     "github_url": null,
     "stars": "40215",
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langgraph",
     "category": null,
     "github_url": null,
     "stars": "39296",
     "description": null,
     "license": null
    },
    {
     "project": "AstrBotDevs/AstrBot",
     "category": null,
     "github_url": null,
     "stars": "38868",
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/LightRAG",
     "category": null,
     "github_url": null,
     "stars": "38682",
     "description": null,
     "license": null
    },
    {
     "project": "wshobson/agents",
     "category": null,
     "github_url": null,
     "stars": "38646",
     "description": null,
     "license": null
    },
    {
     "project": "bytedance/UI-TARS-desktop",
     "category": null,
     "github_url": null,
     "stars": "38533",
     "description": null,
     "license": null
    },
    {
     "project": "Yeachan-Heo/oh-my-claudecode",
     "category": null,
     "github_url": null,
     "stars": "38455",
     "description": null,
     "license": null
    },
    {
     "project": "ToolJet/ToolJet",
     "category": null,
     "github_url": null,
     "stars": "38312",
     "description": null,
     "license": null
    },
    {
     "project": "DeusData/codebase-memory-mcp",
     "category": null,
     "github_url": null,
     "stars": "38273",
     "description": null,
     "license": null
    },
    {
     "project": "github/awesome-copilot",
     "category": null,
     "github_url": null,
     "stars": "37643",
     "description": null,
     "license": null
    },
    {
     "project": "LAION-AI/Open-Assistant",
     "category": null,
     "github_url": null,
     "stars": "37400",
     "description": null,
     "license": null
    },
    {
     "project": "patchy631/ai-engineering-hub",
     "category": null,
     "github_url": null,
     "stars": "36913",
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit/CopilotKit",
     "category": null,
     "github_url": null,
     "stars": "36653",
     "description": null,
     "license": null
    },
    {
     "project": "khoj-ai/khoj",
     "category": null,
     "github_url": null,
     "stars": "36407",
     "description": null,
     "license": null
    },
    {
     "project": "ashishpatel26/500-AI-Agents-Projects",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ItzCrazyKns/Vane",
     "category": null,
     "github_url": null,
     "stars": "36063",
     "description": null,
     "license": null
    },
    {
     "project": "medusajs/medusa",
     "category": null,
     "github_url": null,
     "stars": "35679",
     "description": null,
     "license": null
    },
    {
     "project": "continuedev/continue",
     "category": null,
     "github_url": null,
     "stars": "35406",
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/graphrag",
     "category": null,
     "github_url": null,
     "stars": "35352",
     "description": null,
     "license": null
    },
    {
     "project": "bojieli/ai-agent-book",
     "category": null,
     "github_url": null,
     "stars": "35157",
     "description": null,
     "license": null
    },
    {
     "project": "VectifyAI/PageIndex",
     "category": null,
     "github_url": null,
     "stars": "35094",
     "description": null,
     "license": null
    },
    {
     "project": "blader/humanizer",
     "category": null,
     "github_url": null,
     "stars": "34643",
     "description": null,
     "license": null
    },
    {
     "project": "agentscope-ai/QwenPaw",
     "category": null,
     "github_url": null,
     "stars": "34261",
     "description": null,
     "license": null
    },
    {
     "project": "esengine/DeepSeek-Reasonix",
     "category": null,
     "github_url": null,
     "stars": "33391",
     "description": null,
     "license": null
    },
    {
     "project": "HKUDS/DeepTutor",
     "category": null,
     "github_url": null,
     "stars": "33337",
     "description": null,
     "license": null
    },
    {
     "project": "K-Dense-AI/scientific-agent-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "conductor-oss/conductor",
     "category": null,
     "github_url": null,
     "stars": "32066",
     "description": null,
     "license": null
    },
    {
     "project": "iOfficeAI/AionUi",
     "category": null,
     "github_url": null,
     "stars": "31758",
     "description": null,
     "license": null
    },
    {
     "project": "MadsLorentzen/ai-job-search",
     "category": null,
     "github_url": null,
     "stars": "30931",
     "description": null,
     "license": null
    },
    {
     "project": "huggingface/agents-course",
     "category": null,
     "github_url": null,
     "stars": "30845",
     "description": null,
     "license": null
    },
    {
     "project": "nanocoai/nanoclaw",
     "category": null,
     "github_url": null,
     "stars": "30474",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://llmrepos.com/tags/personal",
   "title": "Personal Assistants / Agent Platforms LLM Projects",
   "projects": [
    {
     "project": "LobeHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHarness",
     "category": null,
     "github_url": null,
     "stars": "105",
     "description": null,
     "license": null
    },
    {
     "project": "DeepChat",
     "category": null,
     "github_url": null,
     "stars": "21",
     "description": null,
     "license": null
    },
    {
     "project": "SUSI.AI",
     "category": null,
     "github_url": null,
     "stars": "0",
     "description": null,
     "license": null
    },
    {
     "project": "OpenDAN",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Witsy",
     "category": null,
     "github_url": null,
     "stars": "2",
     "description": null,
     "license": null
    },
    {
     "project": "Vibe-Research",
     "category": null,
     "github_url": null,
     "stars": "471",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/EvanThomasLuke/Awesome-AI-Hacking-Agents",
   "title": "GitHub - EvanThomasLuke/Awesome-AI-Hacking-Agents: List of AI Hacking Agents",
   "projects": [
    {
     "project": "AutoPentest-DRL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Reaper (Ghost Security)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hackingBuddyGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nebula",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nyuctf_agents (D-CIPHER)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pentest-Swarm-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReaperAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vulnhuntr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HackSynth",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VulnBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BoxPwnr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Radar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "D-CIPHER (paper)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAI (Cybersecurity AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-scan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pentestagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cyber-AutoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Decepticon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "raink",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ghostcrew",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ARTEMIS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "metis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hexstrike-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fraim",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RepoAudit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Repeater Strike",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deadend-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hackerai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeuroSploit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BruteForceAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MAPTA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Beelzebub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hound",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentic-soc-platform",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "seclab-taskflow-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "auto-exploits",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shannon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "apex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-eye",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Raptor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aracne",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CyberStrikeAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "medusa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crossbow-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wazuh-MCP-Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Inferno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Syd",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-soc-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticRed",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EVA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vulnhalla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "guardian-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VulnLLM-R",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-sast",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "burp-ai-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "praxis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llmitm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "redamon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CyberStrike",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "grimoire",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ironcurtain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAnt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "airecon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-web3-security",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llmchainhunter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "operant-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ctf-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "red-run",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "xalgorix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VulnVibes",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepZero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nano-analyzer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "clearwing",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "redai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deepsec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pentest-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vlnr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-mythos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIMap",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAMPART",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autopentest-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ctfSolver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LuaN1aoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "tinyctfer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hackthon_demo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Neuro-Sploit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "xbow-competition",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cruiser_public",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CHYing-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SickHackShark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PenAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "newmapta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sub-agent-autopt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "H-Pentest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentNote",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BUUCTF_Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "colony_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flounder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vulhunt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-vuln-research-pipeline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cynative",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "argo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vulnhunter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codex-security",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "re-harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MobHunt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolSafe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fordelstudios.com/research/state-of-ai-agent-frameworks-2026",
   "title": "The State of AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://sintra.ai/blog/best-agentic-ai-frameworks",
   "title": "10 Best Agentic AI Frameworks",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JADE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://productrocket.ch/articles/multi-agent-frameworks-comparison",
   "title": "Multi-Agent Frameworks Compared (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://codeagentswarm.com/en/guides/best-tools-to-run-multiple-ai-coding-agents",
   "title": "The Best Tools to Run Multiple AI Coding Agents in Parallel (2026)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://thesequence.substack.com/p/the-sequence-radar-723-alibabas-agentic",
   "title": "The Sequence Radar #723: Alibaba\u2019s Agentic Leap: Why Tongyi DeepResearch Matters",
   "projects": [
    {
     "project": "Tongyi DeepResearch",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": "An open-source deep research web agent derived from a 30.5B Mixture-of-Experts architecture aimed at long-horizon information seeking.",
     "license": "Apache-2.0"
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?autonomy=supervised",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Zijian-Ni/awesome-ai-agents-2026/actions?page=4",
   "title": "Workflow runs \u00b7 Zijian-Ni/awesome-ai-agents-2026",
   "projects": [
    {
     "project": "Sistava",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ontheia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenYabby",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bernstein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dakera",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "P2PCLAW",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nobulex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://mqos-tech.medium.com/ai-agent-frameworks-46b69b68a963",
   "title": "AI Agent Frameworks Comparison: LangChain vs LangGraph vs AutoGen vs CrewAI",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Core",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theagenttimes.com/agents/article/langchain-promotes-gpt-researcher-on-deep-agents-framework-n-1307d4ad",
   "title": "LangChain Promotes GPT Researcher on Deep Agents Framework Near 30K S\u2026",
   "projects": [
    {
     "project": "GPT Researcher",
     "category": "agent application",
     "github_url": null,
     "stars": "30000",
     "description": "An open-source deep research implementation that uses a plan, parallel research, review, and publish pipeline.",
     "license": null
    },
    {
     "project": "LangChain",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "An open-source framework for building applications with large language models, featuring a Deep Agents framework and graph-based agent orchestration layer (LangGraph).",
     "license": null
    }
   ]
  },
  {
   "url": "https://openclawlab.xyz/blog/best-ai-agent-framework-2026",
   "title": "Best AI Agent Framework in 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://gpt.buzz/agents",
   "title": "gpt.buzz \u2014 live intelligence on the AI frontier",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "147000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/shobrook/awesome-ai-sdks",
   "title": "GitHub - shobrook/awesome-ai-sdks: A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents",
   "projects": [
    {
     "project": "E2B Dashboard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "The Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatGPT Plugin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Steamship",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dibi8.com",
   "title": "Dibi8 \u2014 Open-Source AI Coding Agents, MCP Servers & Dev Tools 2026",
   "projects": [
    {
     "project": "OpenWorker",
     "category": null,
     "github_url": null,
     "stars": "13469",
     "description": null,
     "license": null
    },
    {
     "project": "Kimi K3",
     "category": null,
     "github_url": null,
     "stars": "8176",
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA Dynamo",
     "category": null,
     "github_url": null,
     "stars": "7658",
     "description": null,
     "license": null
    },
    {
     "project": "book-to-skill",
     "category": null,
     "github_url": null,
     "stars": "15259",
     "description": null,
     "license": null
    },
    {
     "project": "GitHub Agentic Workflows",
     "category": null,
     "github_url": null,
     "stars": "4852",
     "description": null,
     "license": null
    },
    {
     "project": "k-skill",
     "category": null,
     "github_url": null,
     "stars": "6854",
     "description": null,
     "license": null
    },
    {
     "project": "Agent-Native",
     "category": null,
     "github_url": null,
     "stars": "4374",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Governance Toolkit",
     "category": null,
     "github_url": null,
     "stars": "5564",
     "description": null,
     "license": null
    },
    {
     "project": "jcode",
     "category": null,
     "github_url": null,
     "stars": "15169",
     "description": null,
     "license": null
    },
    {
     "project": "TencentDB Agent Memory",
     "category": null,
     "github_url": null,
     "stars": "10663",
     "description": null,
     "license": null
    },
    {
     "project": "AirLLM",
     "category": null,
     "github_url": null,
     "stars": "25300",
     "description": null,
     "license": null
    },
    {
     "project": "aisuite",
     "category": null,
     "github_url": null,
     "stars": "15876",
     "description": null,
     "license": null
    },
    {
     "project": "ego lite",
     "category": null,
     "github_url": null,
     "stars": "7541",
     "description": null,
     "license": null
    },
    {
     "project": "Open Code Review",
     "category": null,
     "github_url": null,
     "stars": "17712",
     "description": null,
     "license": null
    },
    {
     "project": "Kronos",
     "category": null,
     "github_url": null,
     "stars": "35481",
     "description": null,
     "license": null
    },
    {
     "project": "ZeroClaw",
     "category": null,
     "github_url": null,
     "stars": "32481",
     "description": null,
     "license": null
    },
    {
     "project": "OfficeCLI",
     "category": null,
     "github_url": null,
     "stars": "22885",
     "description": null,
     "license": null
    },
    {
     "project": "DeepTutor",
     "category": null,
     "github_url": null,
     "stars": "30874",
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": "67383",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCut",
     "category": null,
     "github_url": null,
     "stars": "79497",
     "description": null,
     "license": null
    },
    {
     "project": "BrowserOS",
     "category": null,
     "github_url": null,
     "stars": "12794",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://paper-graph-ui.vercel.app/p/uncategorized/2512.23647-Nested-Browser-Use-Learning-for-Agentic-Information-Seeking",
   "title": "Nested Browser-Use Learning for Agentic Information Seeking",
   "projects": [
    {
     "project": "WebSailor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebDancer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebExplorer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepDive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ASearcher-Web",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://liner.com/review/scalecua-scaling-opensource-computer-use-agents-with-crossplatform-data",
   "title": "ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Quick Review",
   "projects": [
    {
     "project": "ScaleCUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://oxagen.ai/blog/frameworks-for-self-improving-agents-compared",
   "title": "Frameworks for Self-Improving Agents Compared | Oxagen",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://felloai.com/fr/agentic-ai-frameworks",
   "title": "Agentic AI Frameworks: 8 Best Options Compared (2026)",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://huggingface.co/openbmb/AgentCPM-Explore",
   "title": "openbmb/AgentCPM-Explore \u00b7 Hugging Face",
   "projects": [
    {
     "project": "AgentCPM-Explore",
     "category": "agent foundation model",
     "github_url": "https://github.com/OpenBMB/AgentCPM",
     "stars": null,
     "description": "An agent foundation model with 4B parameters that achieves SOTA performance at the same parameter scale on long-horizon agent benchmarks",
     "license": null
    },
    {
     "project": "AgentRL",
     "category": "reinforcement learning framework",
     "github_url": null,
     "stars": null,
     "description": "A fully asynchronous reinforcement learning framework for agent training",
     "license": null
    },
    {
     "project": "AgentDock",
     "category": "platform",
     "github_url": null,
     "stars": null,
     "description": "A unified management and scheduling platform for tool sandboxes",
     "license": null
    },
    {
     "project": "AgentToLeaP",
     "category": "platform",
     "github_url": null,
     "stars": null,
     "description": "A one-click evaluation platform for agent tool-learning capabilities",
     "license": null
    },
    {
     "project": "MiroThinker 8B",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "Tongyi DeepResearch 30B",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "ASearcher QWQ 32B v2",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "iterresearch-30B-A3B",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "WebSailor-V2-30B-A3B (RL)",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "WebLeaper-30B-A3B-RUC",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "WebDancer (QWQ-32B)",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    },
    {
     "project": "AgentCPM-Explore 4B",
     "category": "open-source model",
     "github_url": null,
     "stars": null,
     "description": "Open-source model evaluated on agent benchmarks",
     "license": null
    }
   ]
  },
  {
   "url": "https://vstorm.co/pydanticai/top-10-open-source-agentic-ai-contributors",
   "title": "Top 10 open source agentic AI companies and contributors in Europe 2026",
   "projects": [
    {
     "project": "PydanticAI OSS suite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": "16500",
     "description": null,
     "license": null
    },
    {
     "project": "mistral-inference",
     "category": null,
     "github_url": null,
     "stars": "10800",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "25000",
     "description": null,
     "license": null
    },
    {
     "project": "spaCy",
     "category": null,
     "github_url": null,
     "stars": "33600",
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": "16000",
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": "26900",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "183000",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": "194000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Mdhu8768/awesome-ai-agents",
   "title": "GitHub - Mdhu8768/awesome-ai-agents: Explore a curated list of AI agent frameworks, tools, and resources for building autonomous and semi-autonomous systems",
   "projects": null
  },
  {
   "url": "https://holisticautomation.ai/blogs/news/open-source-agentic-ai-frameworks-the-2026-decision-that-will-define-your-ai-costs",
   "title": "Open-Source Agentic AI Frameworks: The 2026 Decision That Will Define Your AI Costs",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://paxrel.com/blog-ai-agent-frameworks-2026.html",
   "title": "Top 7 AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentsearchengine.app/alternatives/10x",
   "title": "36 best 10x alternatives in 2026",
   "projects": [
    {
     "project": "gemini-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openinterpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jcode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openevolve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "command-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "grok-cli",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude_codex_bridge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HolyClaude",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ORG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-cowork",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "little-coder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoreCoder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "zerostack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dao-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vibecode-pro-max-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "spec_driven_develop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UnrealClaude",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openyak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AsyncAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skill_Seekers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "semble",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vibesdk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MonkeyCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "teaql-agent-kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cocoindex-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cli-continues",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-maestro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ospec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "http://arxiv.org/abs/2603.20278",
   "title": "OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis",
   "projects": [
    {
     "project": "OpenResearcher",
     "category": "agent application",
     "github_url": "https://github.com/TIGER-AI-Lab/OpenResearcher",
     "stars": null,
     "description": "A reproducible pipeline that decouples one-time corpus bootstrapping from multi-turn trajectory synthesis and executes the search-and-browse loop entirely offline.",
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/alexbevi%2Fawesome-agent-frameworks?page=2&per_page=200",
   "title": "awesome-agent-frameworks | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "Open-AutoGLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-swe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Refact",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Serena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Steel Browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "superdesign",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tabby",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "trae-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UFO",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vibe Kanban",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AstrBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BiSheng",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Casibase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chainlit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CowAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coze Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DocsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LibreChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LobeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MaxKB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiroThinker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLE-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NocoBase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Onyx",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Notebook",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open WebUI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenWork",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SillyTavern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sim Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SkillFlaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WiseFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A-MEM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Context Engine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Stack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aperant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Archon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Beads",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ByteRover",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Craft Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dexter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Emdash",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Engram",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EverOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FinRobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GBrain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT-Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Graphiti",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Honcho",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Khoj",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangMem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "memary",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemMachine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memoir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemoryOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemPalace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memsearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "memU",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memvid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ML Intern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OGX (formerly Llama Stack)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Osaurus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Parlant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RedPlanetHQ Core",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rivet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Screenpipe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Second Me",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "STORM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Suna",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperDuper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Supermemory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tambo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TencentDB Agent Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "uAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bifrost",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "exo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT4All",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTCache",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiteLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMWare",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Manifest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Rust SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "New API",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nexa SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nexent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portkey AI Gateway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RubyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rust-genai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Router",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SGLang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agenta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AxonHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fast-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HolmesGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HumanLayer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "k8sGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langtrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangWatch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Monocle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLLMetry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Opik",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Oumi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptfoo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RagaAI Catalyst",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TruLens",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Client Protocol (ACP)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol (MCP)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognita",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ContextGem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepWiki Open",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DocArray",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GraphRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jina AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LightRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Local Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Local Deep Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PageIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PrivateGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAG-Anything",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ragent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ScrapeGraphAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "txtai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vanna AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WeKnora",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WrenAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome AI Infrastructure",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome Lists",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A (Agent2Agent Protocol)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG-UI Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Appwrite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arcade.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ByteChef",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAI Tools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAPI MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastMCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAI Toolbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub MCP Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Integuru",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Context Forge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://civic.com/field-notes/best-agentic-frameworks",
   "title": "Best Agentic Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/cameronsjo/spec-compare/blob/main/docs/landscape.md",
   "title": "spec-compare/docs/landscape.md at main \u00b7 cameronsjo/spec-compare",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Strands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex AgentWorkflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ccswarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerg",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gas Town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sourcegraph Cody + Amp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "39000",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Beads",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Agent Mail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/PackmindHub/coding-agents-matrix",
   "title": "GitHub - PackmindHub/coding-agents-matrix: A curated comparison matrix of ai coding agents",
   "projects": [
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "39874",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KiloCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mistral Vibe CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RooCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trae AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zed",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/lexmount/browseruse-agent-bench",
   "title": "GitHub - lexmount/browseruse-agent-bench: Real-world browser-agent benchmark: 210 tasks across 107 websites, multi-agent/multi-browser evaluation, reproducible leaderboard and result submissions.",
   "projects": [
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-TARS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Online-Mind2Web",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://niteagent.com/blog/smolagents-vs-maf-vs-ag2-2026",
   "title": "Smolagents vs Microsoft Agent Framework vs AG2: Open-Source Agent SDKs Compared in 2026",
   "projects": [
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": "14800.000000000002",
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework 1.0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": "42000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/EvoMap/awesome-agent-evolution",
   "title": "GitHub - EvoMap/awesome-agent-evolution: A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai",
   "projects": [
    {
     "project": "Eliza",
     "category": null,
     "github_url": null,
     "stars": "19010.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/projects/github.com%2FAgentsKit-io%2Fagentskit",
   "title": "Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "AgentsKit",
     "category": "agent development framework",
     "github_url": "https://github.com/AgentsKit-io/agentskit",
     "stars": "4",
     "description": "The complete toolkit for building AI agents in JavaScript with a lightweight core, React & Terminal UIs, autonomous runtime, tools, skills, memory, RAG and observability.",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://easyclaw.com/blog/knowledge/best-ai-agent-examples-tools-2026",
   "title": "Best AI Agent Examples & Tools in 2026: Top Platforms Ranked \u2014 EasyClaw",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://pypi.org/project/web-research-agent/2.0.1",
   "title": "web-research-agent",
   "projects": [
    {
     "project": "Web Research Agent",
     "category": "agent application",
     "github_url": "https://github.com/ashioyajotham/web_research_agent",
     "stars": null,
     "description": "An AI agent that uses the ReAct methodology to complete complex research tasks by searching the web, scraping pages, and running code",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://ossphere.dev/blog/the-most-popular-open-source-ai-projects-on-github-right-now-in-2026",
   "title": "The Most Popular Open Source AI Projects on GitHub Right Now in 2026 | OSSphere",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "150000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000055375",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/aloth%2Fawesome-ai-agents?language=JavaScript",
   "title": "awesome-ai-agents | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "Google Agents CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codegraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superpowers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NotFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Xquik",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hindsight",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReMe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-mem",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Headroom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LeanCTX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Future AGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Moltworker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolVM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirage",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "forkd",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NemoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub MCP Server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChromaDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qdrant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-ai-agent-papers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBoard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangTest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolEmu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UQLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open SWE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands Software Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mini-coding-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "160000",
     "description": null,
     "license": null
    },
    {
     "project": "MiMoCode",
     "category": null,
     "github_url": null,
     "stars": "6000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenClacky",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orca",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": "25000",
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dimos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiroFish",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Harmonist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mercury Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHuman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "QwenPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trustclaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autoresearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Perplexica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Activepieces",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MaxKB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Design",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "verl-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Security",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IronCurtain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFair",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PromptInject",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rebuff",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Safe RLHF",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Governance Toolkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deepsec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-rules-books",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentscout.live/tech/ai-agents/insight/ai-agent-framework-consolidation-developer-preference-shifts",
   "title": "AI Agent Framework Ecosystem Consolidation: Developer Preference Shifts in 2026",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "55930",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "46669",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "26980",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": "21197",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": "20153",
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": "18491",
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": "15613",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fungies.io/ai-agent-frameworks-comparison-2026-langchain-crewai-autogen",
   "title": "AI Agent Frameworks Comparison 2026: LangChain vs CrewAI vs AutoGen vs OpenAI SDK",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://levelop.dev/blog/the-best-ai-coding-agents-in-2026-a-practical-ranking-for-working-developers",
   "title": "Best AI Coding Agents 2026: Ranked by 90 Days of Use",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "147000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://searchagentsky.com/r/ca5c511d5336-investigate-live-topic-browser-ai-agents-2026-promising-frag",
   "title": "Browser AI Agents in 2026: Promising, Fragile, and Getting Better",
   "projects": [
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theaiagentindex.com/integrations/github",
   "title": "AI Coding Agents With GitHub: PRs, Reviews, Issues",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": "106000",
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "51000",
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zed AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagewise",
     "category": null,
     "github_url": null,
     "stars": "6700",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "47000",
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": "19800",
     "description": null,
     "license": null
    },
    {
     "project": "CodiumAI PR-Agent",
     "category": null,
     "github_url": null,
     "stars": "12000",
     "description": null,
     "license": null
    },
    {
     "project": "Refact.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fast.io/resources/best-ai-agent-frameworks-2026",
   "title": "Best AI Agent Frameworks in 2026: A Production-Ready Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://mogerio.com/article/open-source-ai-coding-assistants-2026",
   "title": "Open Source AI Coding Assistants 2026: 8 Tools Tested",
   "projects": [
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": "58800",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/heishen6/GLM_OPEN_DEEP_RESEARCH",
   "title": "GitHub - heishen6/GLM_OPEN_DEEP_RESEARCH: Open Deep Research with Zhipu GLM-4.5 Support - A configurable research agent powered by LangGraph",
   "projects": [
    {
     "project": "Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open_deep_research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/parkerluxu/Awesome-agent-cases/blob/main/collections/industry/ai-agent-office-automation-cases.en.md",
   "title": "Awesome-agent-cases/collections/industry/ai-agent-office-automation-cases.en.md at main \u00b7 parkerluxu/Awesome-agent-cases",
   "projects": [
    {
     "project": "bagidea/bagidea-office",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PradeepaRW/project-nova",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jnMetaCode/agency-agents-zh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "wuke881102-commits/local-agent-hub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yb2460/harness-anything",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lark/Feishu CLI tool",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "alo-exp/silver-bullet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bytechefhq/bytechef",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pipeshub-ai/pipeshub-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shenmintao/marginalia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "macro-inc/macro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "foot8319/openclaw-n8n-stack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "avarose57/ai-agent-wikipedia-n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hack2ai/personal-ai-agent-n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ComPDF/docslight",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "elie222/inbox-zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "spellbook",
     "category": null,
     "github_url": null,
     "stars": "234",
     "description": null,
     "license": null
    },
    {
     "project": "Class-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RPA-Everything",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n-ai-automation-portfolio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "disp8ch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "obaa-chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Message-Auto-Forwarding-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Live-meeting-transcript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "brain-tree-os",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "m365-copilot-companion-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MindAct",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "kian",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rill",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentic-drop-zones",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-hub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "exec-meeting-prep-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Offline-Neural-Facilitator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Home-office-automations",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dingtalk-wukong-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pokemon-Claw-Monitor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gmail-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Backoffice-Automation-System",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ie-office-starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIfred-Intelligence",
     "category": null,
     "github_url": null,
     "stars": "33",
     "description": null,
     "license": null
    },
    {
     "project": "jarvis-ai-assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Compass",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pal-agent-scribe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "plato-shell",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "plato-fleet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "email-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-email-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "email-assistant-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Reminder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "meeting-notes-ai-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MSFoundryMeetingSummaryAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "treemind-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ContentMind-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OfficeAgentEnv",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OfficeCLI (iOfficeAI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAT Agent Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://web3aiblog.com/blog/best-autonomous-ai-agents-2026",
   "title": "Best Autonomous AI Agents 2026: Manus, Genspark, ChatGPT Agent & More",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentguides.dev/best/ai-agent-frameworks-2026",
   "title": "AI Agent Frameworks 2026 \u2014 10 Tested, Reviewed, and Compared",
   "projects": [
    {
     "project": "LangChain / LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anthropic Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://topon.tech/en/standout-github-repos-2026-ai-agents",
   "title": "Standout GitHub Repos of 2026: AI Agents Dominate",
   "projects": [
    {
     "project": "obra/superpowers",
     "category": null,
     "github_url": null,
     "stars": "255600",
     "description": null,
     "license": null
    },
    {
     "project": "multica-ai/andrej-karpathy-skills",
     "category": null,
     "github_url": null,
     "stars": "192964",
     "description": null,
     "license": null
    },
    {
     "project": "mattpocock/skills",
     "category": null,
     "github_url": null,
     "stars": "172883",
     "description": null,
     "license": null
    },
    {
     "project": "anthropics/skills",
     "category": null,
     "github_url": null,
     "stars": "161523",
     "description": null,
     "license": null
    },
    {
     "project": "addyosmani/agent-skills",
     "category": null,
     "github_url": null,
     "stars": "78624",
     "description": null,
     "license": null
    },
    {
     "project": "github/spec-kit",
     "category": null,
     "github_url": null,
     "stars": "121663",
     "description": null,
     "license": null
    },
    {
     "project": "openclaw/openclaw",
     "category": null,
     "github_url": null,
     "stars": "383082",
     "description": null,
     "license": null
    },
    {
     "project": "affaan-m/ECC",
     "category": null,
     "github_url": null,
     "stars": "230211",
     "description": null,
     "license": null
    },
    {
     "project": "NousResearch/hermes-agent",
     "category": null,
     "github_url": null,
     "stars": "215611",
     "description": null,
     "license": null
    },
    {
     "project": "msitarzewski/agency-agents",
     "category": null,
     "github_url": null,
     "stars": "131893",
     "description": null,
     "license": null
    },
    {
     "project": "garrytan/gstack",
     "category": null,
     "github_url": null,
     "stars": "122150",
     "description": null,
     "license": null
    },
    {
     "project": "farion1231/cc-switch",
     "category": null,
     "github_url": null,
     "stars": "117699",
     "description": null,
     "license": null
    },
    {
     "project": "JuliusBrussee/caveman",
     "category": null,
     "github_url": null,
     "stars": "89965",
     "description": null,
     "license": null
    },
    {
     "project": "thedotmack/claude-mem",
     "category": null,
     "github_url": null,
     "stars": "87431",
     "description": null,
     "license": null
    },
    {
     "project": "rtk-ai/rtk",
     "category": null,
     "github_url": null,
     "stars": "71294",
     "description": null,
     "license": null
    },
    {
     "project": "code-yeongyu/oh-my-openagent",
     "category": null,
     "github_url": null,
     "stars": "65928",
     "description": null,
     "license": null
    },
    {
     "project": "DeusData/codebase-memory-mcp",
     "category": null,
     "github_url": null,
     "stars": "31961",
     "description": null,
     "license": null
    },
    {
     "project": "coreyhaines31/marketingskills",
     "category": null,
     "github_url": null,
     "stars": "39933",
     "description": null,
     "license": null
    },
    {
     "project": "ValueCell-ai/valuecell",
     "category": null,
     "github_url": null,
     "stars": "10934",
     "description": null,
     "license": null
    },
    {
     "project": "alam00000/bentopdf",
     "category": null,
     "github_url": null,
     "stars": "14084",
     "description": null,
     "license": null
    },
    {
     "project": "rmyndharis/OpenWA",
     "category": null,
     "github_url": null,
     "stars": "11340",
     "description": null,
     "license": null
    },
    {
     "project": "mauriceboe/TREK",
     "category": null,
     "github_url": null,
     "stars": "10390",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/OpenRouterTeam/open-deep-research",
   "title": "GitHub - OpenRouterTeam/open-deep-research: An open source deep research clone. AI Agent that reasons large amounts of web data extracted with Firecrawl",
   "projects": [
    {
     "project": "Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.brightcoding.dev/2026/04/01/awesome-computer-use-the-essential-gui-agent-resource-hub",
   "title": "Awesome Computer Use: The Essential GUI Agent Resource Hub - BrightCoding",
   "projects": [
    {
     "project": "ranpox/awesome-computer-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ranpox/openreview-visualization",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cradle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OS-Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OSCAR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmniParser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ferret-UI 2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://opensourceprojects.dev/post/awesome-ai-agents",
   "title": "200+ AI agent resources curated from real projects and frameworks",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiagentsquare.com/blog/ai-agent-frameworks-compared",
   "title": "AI Agent Frameworks Compared (2026): LangGraph, CrewAI, AutoGen & More",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/TencentEdgeOne/deep-research-agent",
   "title": "GitHub - TencentEdgeOne/deep-research-agent: A single-agent deep research pipeline with web search (Playwright sandbox), academic search (CrossRef + Semantic Scholar), report archival, and persistent memory via Pages Memory API.",
   "projects": [
    {
     "project": "Deep Research Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2505.13909v2",
   "title": "Efficient Agent Training for Computer Use",
   "projects": [
    {
     "project": "PC Agent-E",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://rajivonai.com/blog/2026-01-28-github-stars-2025-annual",
   "title": "GitHub Year in Review: 2025 \u2014 What Open Source Changed in the Engineering Stack",
   "projects": [
    {
     "project": "bytebase/dbhub",
     "category": null,
     "github_url": null,
     "stars": "2819",
     "description": null,
     "license": null
    },
    {
     "project": "agentgateway/agentgateway",
     "category": null,
     "github_url": null,
     "stars": "2843",
     "description": null,
     "license": null
    },
    {
     "project": "cocoindex-io/cocoindex",
     "category": null,
     "github_url": null,
     "stars": "9999",
     "description": null,
     "license": null
    },
    {
     "project": "memvid/memvid",
     "category": null,
     "github_url": null,
     "stars": "15559",
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/OpenSandbox",
     "category": null,
     "github_url": null,
     "stars": "10784",
     "description": null,
     "license": null
    },
    {
     "project": "GoogleCloudPlatform/kubectl-ai",
     "category": null,
     "github_url": null,
     "stars": "7470",
     "description": null,
     "license": null
    },
    {
     "project": "llm-d/llm-d",
     "category": null,
     "github_url": null,
     "stars": "3244",
     "description": null,
     "license": null
    },
    {
     "project": "databasus/databasus",
     "category": null,
     "github_url": null,
     "stars": "6943",
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/zvec",
     "category": null,
     "github_url": null,
     "stars": "9681",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://vela.partners/blog/emerging-open-source-ai-infrastructure-trends-2026",
   "title": "19 Emerging Trends Reshaping Open-Source AI Infrastructure in 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://harnesses.sh/?sandbox=optional",
   "title": "harnesses.sh \u2014 the agent harness directory",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "382000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": "103000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://toolerific.ai/ai-tools/opensource/kyrolabs-awesome-agents",
   "title": "Toolerific.AI",
   "projects": [
    {
     "project": "llama-agentic-system",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Transformers Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-LLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "e2b",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agency-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vectara-agentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Portia AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentUp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Context Engine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ailoy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cortex Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LoongFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voice Lab",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open-RAG-Eval",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize-Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "voicetest",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RepoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ThinkGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PyCodeAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MicroAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentRun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vision agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nous",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReviewCerberus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivemoot Colony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BlockAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "data-to-paper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Scientist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Storm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLens AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenoMAS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepAnalyze",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CollosalAI Chat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RasaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI UI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Modal LangChain agents in Production",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonomous HR Chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLama Cpp Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memgpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "joinly",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gobii",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel-AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SkyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Private GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Local GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLocalSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Second Brain AI Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DemoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "XAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "uAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ADAS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Giselle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": "526",
     "description": null,
     "license": null
    },
    {
     "project": "LLM-Powered-RAG-System",
     "category": null,
     "github_url": null,
     "stars": "162",
     "description": null,
     "license": null
    },
    {
     "project": "verl",
     "category": null,
     "github_url": null,
     "stars": "19800",
     "description": null,
     "license": null
    },
    {
     "project": "TEN-Agent",
     "category": null,
     "github_url": null,
     "stars": "5500",
     "description": null,
     "license": null
    },
    {
     "project": "autogen",
     "category": null,
     "github_url": null,
     "stars": "49700",
     "description": null,
     "license": null
    },
    {
     "project": "SuperCoder",
     "category": null,
     "github_url": null,
     "stars": "484",
     "description": null,
     "license": null
    },
    {
     "project": "semaphore",
     "category": null,
     "github_url": null,
     "stars": "1500",
     "description": null,
     "license": null
    },
    {
     "project": "tock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://advicescout.com/the-8-best-ai-agents-and-multi-agent-frameworks",
   "title": "The 8 Best AI Agents and Multi-Agent Frameworks for Enterprise in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Manus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Antigravity",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://huggingface.co/cyankiwi/AgentCPM-Explore-AWQ-4bit",
   "title": "cyankiwi/AgentCPM-Explore-AWQ-4bit \u00b7 Hugging Face",
   "projects": [
    {
     "project": "AgentCPM-Explore",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentRL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentToLeaP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://en.papernotes.org/ICLR2026/llm_agent/scalecua_scaling_open-source_computer_use_agents_with_cross-platform_data",
   "title": "[Paper Note] ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data",
   "projects": [
    {
     "project": "ScaleCUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiforautomation.io/news/2026-03-26-bytedance-deer-flow-45k-stars-superagent-open-source",
   "title": "ByteDance just open-sourced a 45K-star AI agent army",
   "projects": [
    {
     "project": "DeerFlow 2.0",
     "category": "agent platform",
     "github_url": "https://github.com/bytedance/deer-flow",
     "stars": "45600",
     "description": "An open-source SuperAgent that researches, codes, creates, and orchestrates multiple AI sub-agents automatically.",
     "license": null
    },
    {
     "project": "LangChain",
     "category": "agentic framework/library",
     "github_url": "https://github.com/langchain-ai/langchain",
     "stars": null,
     "description": "Backbone framework for LLM apps and agents.",
     "license": null
    }
   ]
  },
  {
   "url": "https://skillindex.wiki/agents",
   "title": "AI Agent GitHub Skills and Repositories | Skill Atlas",
   "projects": [
    {
     "project": "superpowers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ECC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hermes-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "prompts.chat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "system-prompts-and-models-of-ai-tools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pontail",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-mcp-servers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "servers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ragflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prompt-Engineering-Guide",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MinerU",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "learn-claude-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hello-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "headroom",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "anything-llm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "private-gpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-claude-code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cherry-studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CL4R1T4S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-engineering-from-scratch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CowAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentic-awesome-skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Fabric",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeWhale",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hyperframes",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AstrBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain-Chatchat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codebase-memory-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-engineering-hub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "khoj",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openhuman",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "playwright-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-agent-book",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PageIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSeek-Reasonix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "github-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "conductor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AionUi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents-CN",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vibe-Trading",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/hades217/awesome-ai",
   "title": "GitHub - hades217/awesome-ai: A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "31000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "51000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "58000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": "21000",
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": "6000",
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": "22000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentsearchengine.app/alternatives/agent-framework",
   "title": "30 best agent-framework alternatives in 2026",
   "projects": [
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": "142000",
     "description": null,
     "license": null
    },
    {
     "project": "ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autogen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pydantic-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hive",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "evolver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yao",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-multi-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "intentkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "rllm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ag2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "youtu-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fast-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "opengap",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "harmonist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "verl-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yomo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DemoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "harness-sdk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-governance-toolkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vibe-Skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flowcraft",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Alibaba-NLP/DeepResearch/blob/main/WebAgent/README.md",
   "title": "DeepResearch/WebAgent/README.md at main \u00b7 Alibaba-NLP/DeepResearch",
   "projects": [
    {
     "project": "WebAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://sangrok.hashnode.dev/hermes-agent-v0110-deep-dive-the-open-source-ai-agent-that-hit-105k-stars-in-7-weeks",
   "title": "Hermes Agent v0.11.0 Deep Dive: The Open-Source AI Agent That Hit 105K Stars in 7 Weeks",
   "projects": [
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "105000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.1485827954.workers.dev/alternbits/awesome-ai-agents",
   "title": "GitHub - alternbits/awesome-ai-agents: A curated list of awesome top best AI Agents",
   "projects": [
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent4Rec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentPilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Legion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIlice",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Automata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonomous HR Chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoPR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyBeeAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Blinky",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bloop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BondAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cal.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChemCrow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Clippy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeFuse-ChatBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Databerry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DemoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevOpsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dotagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eidolon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastAgency",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Friday",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Giselle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTSwarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiunpacking.com/blog/top-ai-agent-frameworks-2026",
   "title": "Top AI Agent Frameworks in 2026: LangGraph, CrewAI, OpenAI Agents SDK, and More",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "49000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://flowtivity.ai/blog/agent-frameworks-comparison-2026",
   "title": "OpenClaw vs Claude Managed Agents vs OpenAI Agents SDK: Which AI Agent Framework Should You Pick in 2026?",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/mythicalhacker/auto-browser",
   "title": "GitHub - mythicalhacker/auto-browser: Multi-model consensus and deep-research orchestration over your own browser",
   "projects": [
    {
     "project": "Auto_Browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://rajivonai.com/blog/2026-01-15-github-stars-2025-q4",
   "title": "GitHub Breakouts: Q4 2025 \u2014 The Quarter's Top Productivity Shifts",
   "projects": [
    {
     "project": "toon-format/toon",
     "category": null,
     "github_url": null,
     "stars": "24352",
     "description": null,
     "license": null
    },
    {
     "project": "EverMind-AI/EverOS",
     "category": null,
     "github_url": null,
     "stars": "5597",
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/OpenSandbox",
     "category": null,
     "github_url": null,
     "stars": "10784",
     "description": null,
     "license": null
    },
    {
     "project": "Agent-Field/agentfield",
     "category": null,
     "github_url": null,
     "stars": "1962",
     "description": null,
     "license": null
    },
    {
     "project": "alibaba/zvec",
     "category": null,
     "github_url": null,
     "stars": "9681",
     "description": null,
     "license": null
    },
    {
     "project": "oceanbase/seekdb",
     "category": null,
     "github_url": null,
     "stars": "2591",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/isekos/awesome-a2a-agents",
   "title": "isekOS/awesome-a2a-agents: Awesome A2A Agents is a curated list of tools, frameworks, and projects built on the Agent-to-Agent (A2A) communication protocol. It aims to showcase interoperable agent systems, share best practices, and help developers explore the emerging A2A ecosystem. \u00b7 GitHub",
   "projects": [
    {
     "project": "trip_planner_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewAI-tools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-agent-crew",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "business-blog-generator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewai-gmail-automation",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WatsonxCrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "spotify-playlist-old",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "youtube_yapper_trapper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PersonalBrandTeam",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crewai-MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-crewai-multi-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "multiagent-debugger",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "webinar-crewai-qdrant-obsidian",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAG-based-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewlit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI-AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "News-AI-Agents-Using-CrewAI-And-Google-Gemini-Pro-LLM-Models",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewai_ai_business_consultant_on_streamlit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PurpleCrew",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain_CrewAI_Gemini-AI_Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flight_finder_and_trip_planner_crewai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pydantic-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI-Research-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pydantic-ai-github-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic-AI-Pinescript-Expert",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pydantic-ai-deepagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "company-research-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-pdf-chatbot-langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-mcp-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP-LangGraph-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "cognify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-builder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-solarpanels-tutorial",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EasyAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Advanced_SQL_Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-voice-call-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "multi-agent-chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-langgraph-multi-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "braid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepMCPAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-think-tool",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "orchestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mentis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Statistical-Advisor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-deepthink",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chatchat-Lite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mattermost-mcp-host",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "multi-step-ai-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "graph_websearch_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP-MultiServer-Interoperable-Agent2Agent-LangGraph-AI-System",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hekmatica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "writing-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-bigtool",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-cua-py",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "react-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swe-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-whatsapp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Whatsapp-Langgraph-Agent-Integration",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sales-ai-agent-langgraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Ai-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "text2cypher-react-agent-example",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ScientificPaperAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-dynamic-mcp-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llamaindex-agentworkflow-browse-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex-chatbot-with-advanced-search-and-RAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama_index_zoom_assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentic-calendar-assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Team-Orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "portfolio-research-team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nothing-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "maxkb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FinRobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Agents-System-from-Scratch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Telegram-Assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shadcn-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Axocore",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "atomic-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Web-Navigator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FreeStream",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "meta-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Healthcare-Assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticAICoach",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "maestro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LunaAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ai-code-gen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "linkedin-ghostwriter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-Deep-Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SpaceCreateAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "instantneo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaGym",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KwaiAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BaseAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AINewsResearcher-and-BlogWriter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Python-coding-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MediSuite-Ai-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fellow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "weblinx",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "functionary",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanocoder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OS-Atlas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mind2Web",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SeeAct",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IoA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RepoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "XAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "puzzle-fact-check",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pyspur",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "airmageddon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentUp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dev-gpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI_Agent_Computer_Vision",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonoma",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto_web-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ten-framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InstantRun",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AppAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Agent-RAG-Template",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cartlis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DebugAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "init-eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Agent-Playground",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ally",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "YiVal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph_data_analytics_agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MedReminder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "selenium-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Agents-for-Medical-Diagnostics",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ElatoAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InstAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "o1_Agent_Test",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "friday",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "public-agent-framwork",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "test-automation-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "microagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Intelligent-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ab-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instrukt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-data-science-team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bytebot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "examples-ai-bedrock-agent-national-parks",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "python-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Reddit-Content-Research-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MirrorGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-4v-act",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Project_Infinity",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Automata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-legion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "react-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lemon-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "uAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SalesGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "second-brain-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Interface-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-testing-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gcp_ai_assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chess-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "glowby",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gptme",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gptscript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "email-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gaia-meme-coin-generator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hia",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic-AI-Pipeline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RPM-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "beeai-framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deb8flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ShampooSalesAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "botsh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "voice_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-agile-team",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGroq",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llm_agents_security",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dance-ai-research-project",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-rag-researcher-deepseek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TestAI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "khoj",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-coder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "duet-gpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevOpsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-all-star",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dev-swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-swe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-research-assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "street-fighter-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "friday-gpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hey",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lobe-chat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "letta-deepseek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Katalyst",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shippie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTSwarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToRA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CURA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mobile-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ms-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llm_agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mini-agi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "multimodal-agents-course",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "graphrag-kyc-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "chamberlain_multimodal_multiagent_chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "reflexion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "notte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yahoo-finance-llm-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "openai-agents-js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-chatkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "chat-ai-plugin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vercel_ai_test",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-repoguardian",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "swarmgo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nl2iac",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bananalyzer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "tarsier",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chrome-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RoboGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "flo-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langgraph-voice-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-newspaper",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Intelligent-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "wcgw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OrchestrAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "blinky",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "codel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jobber",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mpesa-AI-whatsapp-chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "npi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-os",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "developer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KubernetesQueryAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kube-GPT-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "daiv",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DATAGEN",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "aitino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autonomous-hr-chatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "tools",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "fingen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mixtral_8X7B_Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llm-transpiler",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "workgpt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RPM-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "testzeus-hercules",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "testdriverai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Agent-Design-for-IQ-Tests",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devyan",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PromethAI-Backend",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "genai-job-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "transform-agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "speechless",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Director",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "StreamRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-wallet-agent-test",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "vocode-python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autono",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pentagi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dravid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autoview",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "argo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bumpgen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "operagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yomo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autoMate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "autospec",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepGit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "code-context",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://crewhaus.ai/docs/reference/ai-harness-systems",
   "title": "AI Harnesses for Production Agent Systems",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "135000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dreaming.press/alternatives/strands-agents",
   "title": "Strands Agents Alternatives: 11 Open-Source Options Compared \u2014 dreaming.press",
   "projects": [
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": "6900",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://hermesatlas.com/reports/state-of-hermes-april-2026",
   "title": "The State of Hermes Agent \u2014 April 2026",
   "projects": [
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "57200",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://osp.fyi/awesome-ai-agents",
   "title": "200+ AI agent resources curated from real projects and frameworks",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://blog.forgen.ai/the-2025-ai-agent-landscape-platforms-frameworks-and-registries-compared-70be07449c61",
   "title": "The 2025 AI Agent Landscape: Platforms, Frameworks, and Registries Compared",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/wxjiao/open_deep_research",
   "title": "GitHub - wxjiao/open_deep_research",
   "projects": [
    {
     "project": "Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://cyan-zebra-305237.hostingersite.com/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks in 2026: A Practical Comparison",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "46000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/abs/2603.20278v1",
   "title": "OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis",
   "projects": [
    {
     "project": "OpenResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://lifehubber.com/ai/resources",
   "title": "AI Resources | LifeHubber",
   "projects": [
    {
     "project": "Agent-Reach",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenResearch CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Science",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "I-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ktx",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/PathOnAI/awesome-ai-agents",
   "title": "GitHub - PathOnAIOrg/awesome-ai-agents: Collection of Materials on AI Agents",
   "projects": [
    {
     "project": "Awesome AI Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GolemCore Bot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Giselle",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentLite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiteMultiAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAdapt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-Employee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserPilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser-Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiteWebAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserGym",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VisualWebArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VisualTreeSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Self-Operating Computer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://livechatai.com/blog/llm-agent-frameworks",
   "title": "LLM Agent Frameworks for Autonomous AI (2026 Guide)",
   "projects": [
    {
     "project": "LiveChatAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "110000",
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2504.03160",
   "title": "DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments",
   "projects": [
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/stars/hughfenghen/lists/ai",
   "title": "hughfenghen's list / AI",
   "projects": [
    {
     "project": "agent.exe",
     "category": null,
     "github_url": null,
     "stars": "3484",
     "description": null,
     "license": null
    },
    {
     "project": "skyvern",
     "category": null,
     "github_url": null,
     "stars": "22065",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "101889",
     "description": null,
     "license": null
    },
    {
     "project": "midscene",
     "category": null,
     "github_url": null,
     "stars": "13892",
     "description": null,
     "license": null
    },
    {
     "project": "CogAgent",
     "category": null,
     "github_url": null,
     "stars": "1184",
     "description": null,
     "license": null
    },
    {
     "project": "OmniParser",
     "category": null,
     "github_url": null,
     "stars": "24983",
     "description": null,
     "license": null
    },
    {
     "project": "lobehub",
     "category": null,
     "github_url": null,
     "stars": "79300",
     "description": null,
     "license": null
    },
    {
     "project": "FastGPT",
     "category": null,
     "github_url": null,
     "stars": "28755",
     "description": null,
     "license": null
    },
    {
     "project": "Yuxi",
     "category": null,
     "github_url": null,
     "stars": "5923",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "69132",
     "description": null,
     "license": null
    },
    {
     "project": "mycoder",
     "category": null,
     "github_url": null,
     "stars": "567",
     "description": null,
     "license": null
    },
    {
     "project": "cline",
     "category": null,
     "github_url": null,
     "stars": "64153",
     "description": null,
     "license": null
    },
    {
     "project": "gemini-cli",
     "category": null,
     "github_url": null,
     "stars": "105687",
     "description": null,
     "license": null
    },
    {
     "project": "MemOS",
     "category": null,
     "github_url": null,
     "stars": "10056",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/AFunLS/awesome-ai-agent-tools",
   "title": "GitHub - AFunLS/awesome-ai-agent-tools: \ud83e\udd16 Awesome list of AI agent tools, frameworks, marketplaces, and resources",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Agent Development Kit)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spec Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chroma",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://solansync.beehiiv.com/p/5-best-open-source-multi-agent-frameworks-you-should-know-in-2025",
   "title": "5 Best Open-Source Multi-Agent Frameworks You Should Know in 2025",
   "projects": [
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tribe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent Canvas",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Antibody/deep-researcher-node",
   "title": "GitHub - Antibody/deep-researcher-node: Open-Source Deep Researcher Web App",
   "projects": [
    {
     "project": "Deep Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/iFurySt/open-codex-computer-use/blob/main/README.md",
   "title": "open-codex-computer-use/README.md at main \u00b7 iFurySt/open-codex-computer-use",
   "projects": [
    {
     "project": "open-computer-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor Motion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://starsling.dev/blog/github-actions-optimizations-18-best-practices-guides-you-can-give-to-your-agent-to-read",
   "title": "GitHub Actions optimizations: 18 best practices guides you can give to your agent to read",
   "projects": [
    {
     "project": "starslingdev/skills",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Arindam200/awesome-ai-apps",
   "title": "GitHub - Arindam200/awesome-ai-apps: A collection of projects showcasing RAG, agents, workflows, and other AI use cases",
   "projects": [
    {
     "project": "AutoGen Tool-Calling Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Strands Agent Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL AI Model Benchmark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI Research Crew",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Docker cagent Multi-Agent Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy Optimization Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hacker News Trend Analyst (Agno)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hugging Face smolagents Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KAOS Kubernetes Multi-Agent Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Tool-Calling Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph ReAct Agent Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta Stateful Memory Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Task Manager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra Tool-Calling Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI Weather Bot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sayna Realtime Voice Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://alphaxiv.org/abs/open-agent-specification",
   "title": "Open Agent Specification: Enabling Cross-Framework Comparison of AI Agents",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WayFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://coreprose.com/kb-incidents/top-open-source-agentic-ai-frameworks-in-2026-how-to-pick-the-right-one",
   "title": "Agentic AI Frameworks: Top Open-Source Picks 2026 Guide",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://codersera.com/blog/ai-coding-agents-complete-guide-2026",
   "title": "AI Coding Agents 2026: Claude Code, Cursor, Muse Code",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "161000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2605.16217.pdf",
   "title": "Argus: Evidence Assembly for Scalable Deep Research Agents",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ignaite.app/apps/cua",
   "title": "Cua \u2014 Ignaite",
   "projects": [
    {
     "project": "Cua",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/ishandutta2007/Awesome-AI-Agents",
   "title": "GitHub - ishandutta2007/Awesome-AI-Agents: Top 100 opensource AI Agents \ud83c\udf1f Star if you like it! \ud83c\udf1f",
   "projects": [
    {
     "project": "Kaushikb11/Awesome-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kyrolabs/Awesome-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Shubhamsaboo/awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jenqyang/Awesome-AI-Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aistrategy.guide/capabilities/orchestration/frameworks",
   "title": "AI Orchestration Frameworks in 2026: The Practitioner's Comparison",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://openclawlaunch.com/best-ai-agent",
   "title": "The Best AI Agents in 2026 \u2014 Tested and Ranked",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Odysseus",
     "category": null,
     "github_url": null,
     "stars": "56000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/html/2504.03160v3",
   "title": "DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments",
   "projects": [
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AirRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IterDRAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plan*RAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-o1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Deep Search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R1-Searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://futureagi.com/blog/best-ai-agent-orchestration-platforms-2026",
   "title": "Best AI Agent Orchestration Platforms in 2026: 5 Compared",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Nolpak14/awesome-ai-sdks",
   "title": "GitHub - Nolpak14/awesome-ai-sdks: A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents",
   "projects": [
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agent.nexus/blog/how-to-evaluate-open-source-ai-agents",
   "title": "How to Evaluate Open-Source AI Agent Frameworks (2026 Enterprise Guide)",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://scrimba.com/articles/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks [2026]: LangGraph, CrewAI, AutoGen",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/abs/2604.07927v3",
   "title": "EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools",
   "projects": [
    {
     "project": "Eigent",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": "an open-source, production-ready multi-agent workforce for computer use",
     "license": null
    }
   ]
  },
  {
   "url": "https://thegenios.com/blog/openclaw-vs-hermes-agent",
   "title": "OpenClaw vs Hermes Agent: The Honest 2026 Comparison",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "250000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/danielrosehill/Awesome-AI-Agents-And-Assistants/blob/main/alphabetical-index.md",
   "title": "Awesome-AI-Agents-And-Assistants/alphabetical-index.md at main \u00b7 danielrosehill/Awesome-AI-Agents-And-Assistants",
   "projects": [
    {
     "project": "Agent Laboratory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentarium",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Cloud",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentLab",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentPilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentQL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentTuning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Hawk",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Legion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI PDF Chatbot Langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Travel Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ailice",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Archon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autotab Starter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Beam AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BloombergGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bolna",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Botpress",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use Web UI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cascade",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cleo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cloudflare Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeGeeX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codeium",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeReviewer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cognigy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CryptoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CustomGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Databerry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeFiGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FinChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FinGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Floatbot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gems",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Generative Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GitHub Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IntentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KwaiAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Learn Agentic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lindy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lobe Chat Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lyzr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Maestra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Micro Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Milvus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mint AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interface",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Assistants",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Realtime Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PentestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pinecone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Play AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Poly AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Polymarket Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Potpie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Project oAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PySpur",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ragapp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Relevance AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Retell AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SalesGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Social Media Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stack AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Superprompt",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarmzero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Synthflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tabnine",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tray AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vapi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vector Vein",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vertex AI Agent Builder",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voiceflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vue AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Xata Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ZerePy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://vidau.ai/best-agentic-ai-frameworks",
   "title": "Best Agentic AI Frameworks in 2026: LangChain, Hugging Face Now",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hugging Face Transformers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://bestaiweb.ai/glossary/agent-frameworks-comparison",
   "title": "What Is Agent Frameworks Comparison? LangGraph vs CrewAI",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://lilys.ai/notes/720047",
   "title": "FREE WebUI Beats OpenAI Deep Research & Operator!\ud83e\udd16 (ANY LLM) Open Source Browser Use AI Agent",
   "projects": [
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://crabtalk.ai/blog/builtin-agents-landscape",
   "title": "Built-in agents: what ships in the box",
   "projects": [
    {
     "project": "OpenHands",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": "multi-agent framework with delegation",
     "license": null
    },
    {
     "project": "Aider",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": "terminal pair programmer with dual-model pipeline",
     "license": null
    }
   ]
  },
  {
   "url": "https://social-archive.org/yena/dgvQ4O5cvq",
   "title": "80 GitHub AI Repositories - Summer 2026 Edition",
   "projects": [
    {
     "project": "OpenMontage",
     "category": null,
     "github_url": null,
     "stars": "18700.000000000004",
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": "33800",
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": "35000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": "14000",
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": "12000",
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": "32000",
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": "19000",
     "description": null,
     "license": null
    },
    {
     "project": "AgentZero",
     "category": null,
     "github_url": null,
     "stars": "9000",
     "description": null,
     "license": null
    },
    {
     "project": "bolt.diy",
     "category": null,
     "github_url": null,
     "stars": "12000",
     "description": null,
     "license": null
    },
    {
     "project": "Onlook",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenUI",
     "category": null,
     "github_url": null,
     "stars": "21000",
     "description": null,
     "license": null
    },
    {
     "project": "Webdraw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tempo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GibsonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cofounder",
     "category": null,
     "github_url": null,
     "stars": "8000",
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magic Patterns CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": "52000",
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": "16000",
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": "3000",
     "description": null,
     "license": null
    },
    {
     "project": "Cognee",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GraphRAG",
     "category": null,
     "github_url": null,
     "stars": "23000",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "37000",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "98000",
     "description": null,
     "license": null
    },
    {
     "project": "RagFlow",
     "category": null,
     "github_url": null,
     "stars": "32000",
     "description": null,
     "license": null
    },
    {
     "project": "R2R",
     "category": null,
     "github_url": null,
     "stars": "4000",
     "description": null,
     "license": null
    },
    {
     "project": "Embedchain",
     "category": null,
     "github_url": null,
     "stars": "23000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "45000",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "10000",
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": "7000",
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": "17000",
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "62000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "175000",
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "CamelAI",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "ComfyUI",
     "category": null,
     "github_url": null,
     "stars": "60000",
     "description": null,
     "license": null
    },
    {
     "project": "AUTOMATIC1111",
     "category": null,
     "github_url": null,
     "stars": "147000",
     "description": null,
     "license": null
    },
    {
     "project": "Forge",
     "category": null,
     "github_url": null,
     "stars": "9000",
     "description": null,
     "license": null
    },
    {
     "project": "InvokeAI",
     "category": null,
     "github_url": null,
     "stars": "24000",
     "description": null,
     "license": null
    },
    {
     "project": "Mochi 1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CogVideoX",
     "category": null,
     "github_url": null,
     "stars": "11000",
     "description": null,
     "license": null
    },
    {
     "project": "HunyuanVideo",
     "category": null,
     "github_url": null,
     "stars": "10000",
     "description": null,
     "license": null
    },
    {
     "project": "LTX-Video",
     "category": null,
     "github_url": null,
     "stars": "6000",
     "description": null,
     "license": null
    },
    {
     "project": "Allegro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FLUX.1",
     "category": null,
     "github_url": null,
     "stars": "23000",
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "WhisperX",
     "category": null,
     "github_url": null,
     "stars": "15000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenVoice",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "Coqui XTTS-v2",
     "category": null,
     "github_url": null,
     "stars": "37000",
     "description": null,
     "license": null
    },
    {
     "project": "Fish Speech",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "F5-TTS",
     "category": null,
     "github_url": null,
     "stars": "10000",
     "description": null,
     "license": null
    },
    {
     "project": "Spark-TTS",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "Amphion",
     "category": null,
     "github_url": null,
     "stars": "8000",
     "description": null,
     "license": null
    },
    {
     "project": "Bark",
     "category": null,
     "github_url": null,
     "stars": "37000",
     "description": null,
     "license": null
    },
    {
     "project": "Ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama.cpp",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "vLLM",
     "category": null,
     "github_url": null,
     "stars": "32000",
     "description": null,
     "license": null
    },
    {
     "project": "LM Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiteLLM",
     "category": null,
     "github_url": null,
     "stars": "15000",
     "description": null,
     "license": null
    },
    {
     "project": "MLC LLM",
     "category": null,
     "github_url": null,
     "stars": "18000",
     "description": null,
     "license": null
    },
    {
     "project": "SGLang",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "Exo",
     "category": null,
     "github_url": null,
     "stars": "18000",
     "description": null,
     "license": null
    },
    {
     "project": "Text Generation WebUI",
     "category": null,
     "github_url": null,
     "stars": "39000",
     "description": null,
     "license": null
    },
    {
     "project": "TabbyAPI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open WebUI",
     "category": null,
     "github_url": null,
     "stars": "88000",
     "description": null,
     "license": null
    },
    {
     "project": "LobeChat",
     "category": null,
     "github_url": null,
     "stars": "48000",
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": "27000",
     "description": null,
     "license": null
    },
    {
     "project": "Cherry Studio",
     "category": null,
     "github_url": null,
     "stars": "20000",
     "description": null,
     "license": null
    },
    {
     "project": "Chatbox",
     "category": null,
     "github_url": null,
     "stars": "33000",
     "description": null,
     "license": null
    },
    {
     "project": "Jan",
     "category": null,
     "github_url": null,
     "stars": "26000",
     "description": null,
     "license": null
    },
    {
     "project": "GPT4All",
     "category": null,
     "github_url": null,
     "stars": "73000",
     "description": null,
     "license": null
    },
    {
     "project": "NextChat",
     "category": null,
     "github_url": null,
     "stars": "78000",
     "description": null,
     "license": null
    },
    {
     "project": "Big-AGI",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    },
    {
     "project": "Page Assist",
     "category": null,
     "github_url": null,
     "stars": "7000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://heatdrop.ai/repo/Jenqyang/Awesome-AI-Agents",
   "title": "Jenqyang/Awesome-AI-Agents \u2014 heatdrop",
   "projects": [
    {
     "project": "Agent-E",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Octopal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Anima-i",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InkOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenPaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KodeAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2506.18959v1",
   "title": "From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents",
   "projects": [
    {
     "project": "Awesome-Deep-Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Deep Search",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-o1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Deep Search (ODS)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Self-Ask",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IRCoT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Toolformer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "INTERS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAG-Studio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InstructRetro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAG-RL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "M-RAG",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R1-Searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ZeroSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebAgent-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReARTeR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deer-flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://medium.com/@vibbs.dod/frameworks-for-orchestration-crewai-vs-autogen-330c4627b8cb",
   "title": "Frameworks for Orchestration: CrewAI vs. AutoGen",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "55000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "59000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://gumloop.com/blog/open-source-ai-agents",
   "title": "5 best open source AI agents I'm using in 2026",
   "projects": [
    {
     "project": "Gumloop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/parags/deep-research-pro",
   "title": "GitHub - parags/deep-research-pro: Multi-source deep research skill for OpenClaw/Clawdbot agents. No API keys required.",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research-pro",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/mahonzhan/awesome-agent-harness",
   "title": "GitHub - mahonzhan/awesome-agent-harness: A curated awesome list of agent harnesses, agent frameworks, workflow frameworks, and emerging agent protocols.",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sweep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands (OpenDevin)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PearAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Void",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bolt.diy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agent-browser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pi Coding Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "trae-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open SWE",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AstrBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "nanobot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Warp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Reasonix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno (Phidata)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ModelScope-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta (MemGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bee Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pi Agent Core",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prefect",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hamilton",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Yao",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coze",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TruLens",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Braintrust",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weights & Biases Weave",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://firecrawl.dev/blog/best-ai-agent-frameworks",
   "title": "Best AI Agent Frameworks of 2026",
   "projects": [
    {
     "project": "LangChain / LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex Workflows",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://amux.io/lists/open-source-ai-coding-tools-2026",
   "title": "Best Open Source AI Coding Tools 2026",
   "projects": [
    {
     "project": "amux",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline / Roo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Antigravity CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://openflows.org/currency/currents/cua-computer-use-agent-infrastructure",
   "title": "CUA: Computer Use Agent Infrastructure",
   "projects": [
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": "16000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ssojet.com/blog/prd-spec-templates-ai-agents",
   "title": "9 PRD and Spec Templates Built for AI Coding Agents",
   "projects": [
    {
     "project": "GitHub Spec Kit",
     "category": null,
     "github_url": null,
     "stars": "115000",
     "description": null,
     "license": null
    },
    {
     "project": "Kiro Specs",
     "category": null,
     "github_url": null,
     "stars": "3700",
     "description": null,
     "license": null
    },
    {
     "project": "OpenSpec",
     "category": null,
     "github_url": null,
     "stars": "56000",
     "description": null,
     "license": null
    },
    {
     "project": "Task Master",
     "category": null,
     "github_url": null,
     "stars": "27700",
     "description": null,
     "license": null
    },
    {
     "project": "BMAD-METHOD",
     "category": null,
     "github_url": null,
     "stars": "49500",
     "description": null,
     "license": null
    },
    {
     "project": "ai-dev-tasks",
     "category": null,
     "github_url": null,
     "stars": "7800",
     "description": null,
     "license": null
    },
    {
     "project": "spec-workflow-mcp",
     "category": null,
     "github_url": null,
     "stars": "4200",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/alexbevi%2Fawesome-agent-frameworks?topic=llama",
   "title": "awesome-agent-frameworks | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "AgentFS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto Deep Researcher 24x7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AX (Agent Executor)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Back4app",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bindu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Conductor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ControlFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Convex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CUA (Computer-Use Agent)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dapr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dapr Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dimos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dora",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gastown",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hatchet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HelixDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "holaOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InsForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memobase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Promptflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Moltis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA OpenShell",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenFang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pulumi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RD-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RushDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Solace Agent Mesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taipy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TensorZero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ZeroClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerolang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno AgentOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kitaru",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaDeploy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope Java",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BotSharp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Boxcars",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cheshire Cat AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Embabel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firebase Genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Forge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAIScript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenSX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Java)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (JavaScript)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Antigravity SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gorilla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Griptape",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IntentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS (HuggingGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JoyAgent-JDGenie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KaibanJS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Elixir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laravel AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama-cpp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLPhant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirascope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MS-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL (CAMEL-AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "page-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptise Foundry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI Alibaba",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskingAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypedAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Lake",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HydraDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Airbyte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Apache Airflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AReaL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Builder.io",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CocoIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coral",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dagster",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dlt (data load tool)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Feast",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FiftyOne",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flyte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MegaParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MindsDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmniParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pandas AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prefect",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R2R",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Unstructured",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Accomplish",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Augment Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bytebot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chrome DevTools MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Task Master",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio Agent Orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Factory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gptme",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mini-swe-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nanobrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Opcode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/yoloshii/gigaxity-deep-research/blob/main/CLAUDE.md",
   "title": "gigaxity-deep-research/CLAUDE.md at main \u00b7 yoloshii/gigaxity-deep-research",
   "projects": [
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/r33drichards/open-computer-use",
   "title": "GitHub - r33drichards/open-computer-use: Secure AI computer use powered by E2B Desktop Sandbox",
   "projects": [
    {
     "project": "Open Source Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/alexbevi%2Fawesome-agent-frameworks?topic=llm-framework",
   "title": "awesome-agent-frameworks | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "AgentFS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto Deep Researcher 24x7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Back4app",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bindu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Conductor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ControlFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Convex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dapr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dapr Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dimos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dora",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gastown",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hatchet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HelixDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "holaOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InsForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memobase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Promptflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Moltis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA OpenShell",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenFang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pulumi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RD-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RushDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Solace Agent Mesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taipy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Temporal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TensorZero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ZeroClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerolang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno AgentOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kitaru",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaDeploy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope Java",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BotSharp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Boxcars",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cheshire Cat AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Embabel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firebase Genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Forge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAIScript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenSX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Java)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (JavaScript)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Antigravity SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gorilla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Griptape",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IntentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS (HuggingGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JoyAgent-JDGenie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KaibanJS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Elixir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laravel AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama-cpp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLPhant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirascope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MS-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL (CAMEL-AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "page-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptise Foundry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI Alibaba",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskingAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypedAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Lake",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HydraDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Airbyte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Apache Airflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AReaL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Builder.io",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CocoIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coral",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dagster",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dlt (data load tool)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Feast",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FiftyOne",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flyte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MegaParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MindsDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmniParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pandas AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prefect",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R2R",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Unstructured",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Accomplish",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Augment Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bytebot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chrome DevTools MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Task Master",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio Agent Orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Factory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gptme",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mini-swe-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nanobrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Opcode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://open.cx/blog/ai-agent-frameworks-langgraph-crewai-autogen-2026",
   "title": "AI agent frameworks compared: LangGraph, CrewAI, and AutoGen",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aihola.com/article/ai-agent-frameworks-comparison-2025",
   "title": "Choosing an AI Agent Framework: A Technical Comparison of Six Major Options",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "30000",
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dibi8.com/resources/llm-frameworks/opencode-open-source-claude-code-alternative-2026",
   "title": "OpenCode \u2014 Open Source Claude Code Alternative for AI-Assisted Development",
   "projects": [
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": "183307.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2605.16217",
   "title": "Argus: Evidence Assembly for Scalable Deep Research Agents",
   "projects": [
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://lifehubber.com/ai/resources/open-codex-computer-use",
   "title": "Open Computer Use | LifeHubber AI Resources",
   "projects": [
    {
     "project": "Open Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-Reach",
     "category": null,
     "github_url": null,
     "stars": "1700",
     "description": null,
     "license": null
    },
    {
     "project": "AIPOCH Medical Research Skills",
     "category": null,
     "github_url": null,
     "stars": "23800",
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code Game Studios",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://skillrank.it.com/categories/open-source-agents",
   "title": "Open-Source Agents Hub | SkillRank",
   "projects": [
    {
     "project": "ECC",
     "category": null,
     "github_url": null,
     "stars": "230183",
     "description": null,
     "license": null
    },
    {
     "project": "superpowers",
     "category": null,
     "github_url": null,
     "stars": "255195",
     "description": null,
     "license": null
    },
    {
     "project": "system-prompts-and-models-of-ai-tools",
     "category": null,
     "github_url": null,
     "stars": "141941",
     "description": null,
     "license": null
    },
    {
     "project": "awesome-llm-apps",
     "category": null,
     "github_url": null,
     "stars": "121589",
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": "141836",
     "description": null,
     "license": null
    },
    {
     "project": "open-webui",
     "category": null,
     "github_url": null,
     "stars": "145503",
     "description": null,
     "license": null
    },
    {
     "project": "gstack",
     "category": null,
     "github_url": null,
     "stars": "122137",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/saharmor/Awesome-AI-Agents-1",
   "title": "GitHub - saharmor/Awesome-AI-Agents-1: A collection of autonomous agents \ud83e\udd16\ufe0f powered by LLM.",
   "projects": [
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gpt-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "babyagi",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "XAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ShortGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KwaiAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ProAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-E",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Wordware",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevOpsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "generative_agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ai-town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTTeam",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatArena",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel-AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "awesome-langchain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama_index",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "crewaAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "modelscope-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AppAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "superagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentops",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "langtrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM-Agent-Benchmark-List",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agbenchmark",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RestGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentlego",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UFO",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/coasty-ai/one-person-company",
   "title": "GitHub - coasty-ai/one-person-company: Everything you need to run a one-person company. #1 Computer Using Agents 82% OSWorld",
   "projects": [
    {
     "project": "Open Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://medium.com/@jaysaadanacommunity/top-open-source-projects-that-will-dominate-2026-3ad7424dcac4",
   "title": "Top Open Source Projects That Will Dominate 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "300000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/alexbevi%2Fawesome-agent-frameworks?topic=openai",
   "title": "awesome-agent-frameworks | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "AgentFS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Astron Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto Deep Researcher 24x7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bindu",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Burr",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CubeSandbox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dapr Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dimos",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dora",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gastown",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hatchet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "holaOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "InsForge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memobase",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Promptflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Moltis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NVIDIA OpenShell",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Omnigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenFang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenViking",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RD-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ruflo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RushDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Solace Agent Mesh",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taipy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TensorZero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Trigger.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ZeroClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerolang",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno AgentOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kitaru",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangSmith",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaDeploy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MLflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentDock",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentica",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agently",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentScope Java",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BotSharp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Boxcars",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cheshire Cat AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Context7",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crush",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eino",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Eliza",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Embabel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "EvoAgentX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firebase Genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Forge",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenAIScript",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenericAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GenSX",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Java)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (JavaScript)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Antigravity SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gorilla",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Griptape",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Instructor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "IntentKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JARVIS (HuggingGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "JoyAgent-JDGenie",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KaibanJS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Elixir",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Go",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langchain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laravel AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "llama-cpp-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLPhant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magentic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Marvin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mirascope",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MS-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Multi-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ouroboros",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL (CAMEL-AI)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "page-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptise Foundry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rasa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rig",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI Alibaba",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stakpak Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskingAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypedAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Adala",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AReaL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CocoIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Coral",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "dlt (data load tool)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Leon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MegaParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OmniParse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pandas AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pathway",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R2R",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zerox",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Accomplish",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Augment Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Harness",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BrowserOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bytebot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Chrome DevTools MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Task Master",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio Agent Orchestrator",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Factory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "gptme",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kilo Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mini-swe-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Nanobrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Opcode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://appstackbuilder.com/blog/langgraph-vs-crewai-vs-autogen-2026",
   "title": "LangGraph vs CrewAI vs AutoGen 2026: Best AI Agent Framework to Build With",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://composio.dev/content/best-ai-agent-frameworks-in-2026",
   "title": "Best open-source AI Agent frameworks: Here's what I will pick in 2026",
   "projects": [
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arte.itlibra.com/en/articles/ai-agent-frameworks-comparison-2026",
   "title": "AI Agent Frameworks Compared 2026: LangGraph, CrewAI, AutoGen, OpenAI, Google, Claude \u2014 Which to Choose?",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ui.adsabs.harvard.edu/abs/arXiv:2603.20278",
   "title": "OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis",
   "projects": [
    {
     "project": "OpenResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/topics/open-computer-use",
   "title": "open-computer-use \u00b7 GitHub Topics \u00b7 GitHub",
   "projects": [
    {
     "project": "open-codex-computer-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LOBSTER-MINI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/ai-agents-simplified/Awesome-AI-Agents",
   "title": "GitHub - ai-agents-simplified/Awesome-AI-Agents: A curated list of AI agents, frameworks, and tools that automate tasks, enhance workflows, and push the boundaries of artificial intelligence \u2699\ufe0f",
   "projects": [
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome AI Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Best AI Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kyrolabs' Awesome Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jenqyang's Awesome AI Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome Machine Learning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://bovo-digital.tech/en/blog/12-most-powerful-ai-agent-frameworks-2026",
   "title": "Best AI Agent Frameworks 2026: LangGraph vs\u2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/abs/2604.07927v1",
   "title": "EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools",
   "projects": [
    {
     "project": "Eigent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://heatdrop.ai/repo/iFurySt/open-codex-computer-use",
   "title": "iFurySt/open-codex-computer-use \u2014 heatdrop",
   "projects": [
    {
     "project": "iFurySt/open-codex-computer-use",
     "category": "agent application",
     "github_url": "https://github.com/iFurySt/open-codex-computer-use",
     "stars": "1600",
     "description": "An MCP server that wraps your operating system's accessibility APIs so any AI agent can see and control your desktop",
     "license": "MIT"
    }
   ]
  },
  {
   "url": "https://vqv.me/open-source",
   "title": "Open Source Radar \u2014 VQV.me",
   "projects": [
    {
     "project": "Significant-Gravitas/AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185744",
     "description": null,
     "license": null
    },
    {
     "project": "langflow-ai/langflow",
     "category": null,
     "github_url": null,
     "stars": "152683",
     "description": null,
     "license": null
    },
    {
     "project": "langgenius/dify",
     "category": null,
     "github_url": null,
     "stars": "150927",
     "description": null,
     "license": null
    },
    {
     "project": "langchain-ai/langchain",
     "category": null,
     "github_url": null,
     "stars": "143110",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use/browser-use",
     "category": null,
     "github_url": null,
     "stars": "107416",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands/OpenHands",
     "category": null,
     "github_url": null,
     "stars": "82711",
     "description": null,
     "license": null
    },
    {
     "project": "cline/cline",
     "category": null,
     "github_url": null,
     "stars": "65325",
     "description": null,
     "license": null
    },
    {
     "project": "mem0ai/mem0",
     "category": null,
     "github_url": null,
     "stars": "62213",
     "description": null,
     "license": null
    },
    {
     "project": "microsoft/autogen",
     "category": null,
     "github_url": null,
     "stars": "60133",
     "description": null,
     "license": null
    },
    {
     "project": "crewAIInc/crewAI",
     "category": null,
     "github_url": null,
     "stars": "56436",
     "description": null,
     "license": null
    },
    {
     "project": "FlowiseAI/Flowise",
     "category": null,
     "github_url": null,
     "stars": "55071",
     "description": null,
     "license": null
    },
    {
     "project": "run-llama/llama_index",
     "category": null,
     "github_url": null,
     "stars": "51260",
     "description": null,
     "license": null
    },
    {
     "project": "Aider-AI/aider",
     "category": null,
     "github_url": null,
     "stars": "47845",
     "description": null,
     "license": null
    },
    {
     "project": "continuedev/continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent/SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "camel-ai/camel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/ARUNAGIRINATHAN-K/awesome-ai-agents-2026/blob/main/Contributing.md",
   "title": "awesome-ai-agents-2026/Contributing.md at main \u00b7 ARUNAGIRINATHAN-K/awesome-ai-agents-2026",
   "projects": [
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://go-micro.dev/blog/2026/06/30/an-agent-is-a-service-where-agent-frameworks-are-going.html",
   "title": "An Agent Is a Service: Where Agent Frameworks Are Going",
   "projects": [
    {
     "project": "LangChain",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "An agent framework defined by chains, then agents, then graphs.",
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Pairs graph-based orchestration with LangSmith for operations.",
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Came at agent frameworks from the data and retrieval side.",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": "Leaned into multi-agent orchestration \u2014 crews and conversations of role-played agents.",
     "license": null
    },
    {
     "project": "AutoGen",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": "Leaned into multi-agent orchestration \u2014 crews and conversations of role-played agents.",
     "license": null
    },
    {
     "project": "ADK",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "A code-first framework with first-class evaluation, tuned for Gemini and Google Cloud.",
     "license": null
    },
    {
     "project": "tRPC-Agent-Go",
     "category": "agentic framework/library",
     "github_url": "https://github.com/trpc-group/trpc-agent-go",
     "stars": null,
     "description": "A production-grade Go agent SDK \u2014 LLM, Chain, Parallel, Cycle, and Graph agents; tools; MCP and A2A; memory and RAG; evaluation; agent self-evolution; OpenTelemetry.",
     "license": null
    }
   ]
  },
  {
   "url": "https://lyzr.ai/blog/top-open-source-agentic-frameworks",
   "title": "Top Open Source Agentic Frameworks : CrewAI vs AutoGen vs LangGraph vs Lyzr",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://devtoolkit.cloud/blog/ai-agent-frameworks-compared-2026",
   "title": "AI Agent Frameworks Compared in 2026: LangChain vs AutoGen",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://open-source-tools.com/computer-use-agents",
   "title": "\ud83d\udee0\ufe0f Open Source Tools",
   "projects": [
    {
     "project": "Cua",
     "category": "agent platform",
     "github_url": null,
     "stars": "13400",
     "description": "Open-source infrastructure for training, evaluating, and benchmarking AI-powered Computer-Use Agents that control full desktop environments with integrated sandboxes, SDKs, and reproducible evaluation tools.",
     "license": "MIT License"
    },
    {
     "project": "SIMA",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": "agent application",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agents-lib.com/news/website-content-update-2026-07-15",
   "title": "Website Content Update: New Agent Frameworks Added \u2014 CopilotKit, Mastra, MetaGPT, and OpenCLI",
   "projects": [
    {
     "project": "CopilotKit",
     "category": null,
     "github_url": null,
     "stars": "36000.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Zijian-Ni/awesome-ai-agents-2026/actions",
   "title": "Workflow runs \u00b7 Zijian-Ni/awesome-ai-agents-2026",
   "projects": [
    {
     "project": "LLMGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auferet",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agenthatch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://opensourcebeat.com/article/stop-building-ai-agents-from-scratch-a-guide-to-the-best-frameworks-in-2026",
   "title": "GitHub Stars Exploded 400% for These AI Agent Frameworks \u2014 Here's Why Devs Switched in 2026",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "90000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "28000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": "22000",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "18000",
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "15000",
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": "5000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://codeloopsoftware.com/blog/ai-agent-frameworks-compared-2026",
   "title": "AI Agent Frameworks Compared: LangChain vs CrewAI vs AutoGen vs LangGraph (2026)",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Paperclip",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://researchgate.net/publication/392941471_Deep_Research_Agents_A_Systematic_Examination_And_Roadmap",
   "title": "Deep Research Agents: A Systematic Examination And Roadmap",
   "projects": [
    {
     "project": "Avatar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CoSearch-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MMAC-Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Storm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenResearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "The AI Scientist",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Laboratory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-o1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic Reasoning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentRxiv",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGLM Rumination",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Copilot Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "H2O.ai DR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Manus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Openmanus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "R1-Searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ReSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Search-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepResarcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Genspark Super Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebThinker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWIRL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SimpleDeepSearcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Suna AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Alita",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PANGU DEEPDIVER",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/e2b-dev/awesome-ai-sdks/blob/main/README.md",
   "title": "awesome-ai-sdks/README.md at main \u00b7 e2b-dev/awesome-ai-sdks",
   "projects": [
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://kanopylabs.com/blog/founders-guide-to-open-source-ai-agent-frameworks",
   "title": "The Founder's Guide to Open-Source AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Genkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://medium.com/@wizrai/best-multi-agent-orchestration-frameworks-for-enterprise-ai-in-2026-f6bf6d598430",
   "title": "Best Multi-Agent Orchestration Frameworks for Enterprise AI in 2026",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit (ADK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex AgentWorkflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://toolvitals.com/blog/top-23-ai-agent-tools-2026-04",
   "title": "Top 23 AI Agent Tools \u2014 April 2026",
   "projects": [
    {
     "project": "Agent Deck",
     "category": null,
     "github_url": null,
     "stars": "2199",
     "description": null,
     "license": null
    },
    {
     "project": "Dyad",
     "category": null,
     "github_url": null,
     "stars": "20186",
     "description": null,
     "license": null
    },
    {
     "project": "GoClaw",
     "category": null,
     "github_url": null,
     "stars": "2938",
     "description": null,
     "license": null
    },
    {
     "project": "Moltis",
     "category": null,
     "github_url": null,
     "stars": "2611",
     "description": null,
     "license": null
    },
    {
     "project": "Inkeep Agents",
     "category": null,
     "github_url": null,
     "stars": "1111",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Device",
     "category": null,
     "github_url": null,
     "stars": "1892",
     "description": null,
     "license": null
    },
    {
     "project": "Backend.AI",
     "category": null,
     "github_url": null,
     "stars": "633",
     "description": null,
     "license": null
    },
    {
     "project": "Signet AI",
     "category": null,
     "github_url": null,
     "stars": "128",
     "description": null,
     "license": null
    },
    {
     "project": "Wonda",
     "category": null,
     "github_url": null,
     "stars": "64",
     "description": null,
     "license": null
    },
    {
     "project": "onequery",
     "category": null,
     "github_url": null,
     "stars": "3",
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "121021",
     "description": null,
     "license": null
    },
    {
     "project": "Qodo PR Agent",
     "category": null,
     "github_url": null,
     "stars": "11019",
     "description": null,
     "license": null
    },
    {
     "project": "Agent LSP",
     "category": null,
     "github_url": null,
     "stars": "7",
     "description": null,
     "license": null
    },
    {
     "project": "Runtime TypeScript",
     "category": null,
     "github_url": null,
     "stars": "0",
     "description": null,
     "license": null
    },
    {
     "project": "RamaLama",
     "category": null,
     "github_url": null,
     "stars": "2796",
     "description": null,
     "license": null
    },
    {
     "project": "SkillHub",
     "category": null,
     "github_url": null,
     "stars": "2665",
     "description": null,
     "license": null
    },
    {
     "project": "Blinko",
     "category": null,
     "github_url": null,
     "stars": "10140",
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": "26739",
     "description": null,
     "license": null
    },
    {
     "project": "Alan AI",
     "category": null,
     "github_url": null,
     "stars": "2436",
     "description": null,
     "license": null
    },
    {
     "project": "claude-deck",
     "category": null,
     "github_url": null,
     "stars": "11",
     "description": null,
     "license": null
    },
    {
     "project": "canvas-notebook",
     "category": null,
     "github_url": null,
     "stars": "8",
     "description": null,
     "license": null
    },
    {
     "project": "Klavis AI",
     "category": null,
     "github_url": null,
     "stars": "5718",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Field",
     "category": null,
     "github_url": null,
     "stars": "726",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agenthivex.com/agent/ifuryst-open-codex-computer-use",
   "title": "Open Codex Computer Use Review 2026 \u2014 Pricing, Features, Ratings | AgentHiveX",
   "projects": [
    {
     "project": "Open Codex Computer Use",
     "category": null,
     "github_url": null,
     "stars": "1197.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentsindex.ai/open-source",
   "title": "Open Source AI Tools (2026)",
   "projects": [
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "71000",
     "description": null,
     "license": null
    },
    {
     "project": "Meta AI FAIR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Luminal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptfoo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pgvector",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGENTS.md",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RAGAS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RunPod",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Kite",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hume AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/nipunaranasinghe%2Fawesome-ai-agents?topic=claude-ai",
   "title": "awesome-ai-agents | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "OctoAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modal",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "E2B",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangTrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Evaluation",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Simple Evals",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "agenttrace",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ax",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChromaDB",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weaviate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta (formerly MemGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tree Ring Memory",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langfuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Arize Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Helicone",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLLMetry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Laminar",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Model Context Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MCP Servers",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "A2A",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FastMCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Governance Toolkit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Garak",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Presidio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guardrails AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NeMo Guardrails",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Guard",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Polaxis",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AGiXT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Assistants API (SDK)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentOps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK (Agent Development Kit)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Neurolink",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Summoner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Composio",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Strands Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KodeAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentset",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taskade MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivemoot Colony",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Taskade",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OIXA Protocol",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentField",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LightAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hephaestus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hivekeep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ToolBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SOTOPIA-\u03c0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PerspectiveGap",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Pilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenDevin",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Devika",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plandex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TaskWeaver",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "bolt.diy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ShortGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI-town",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TypeChat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain4j",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex.js",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain.rb",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChainGo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents (Python)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms-rs",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Storm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agon",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoNumerics",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoBrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Xquik",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Playwright MCP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://hub.stabilarity.com/agent-orchestration-frameworks-langchain-autogen-crewai-compared",
   "title": "Agent Orchestration Frameworks \u2014 LangChain, AutoGen, CrewAI Compared - Stabilarity Hub",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://jobsbyculture.com/blog/multi-agent-systems-guide-2026",
   "title": "Multi-Agent Systems Guide (2026): Architectures, Frameworks, and When to Use Them",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://fordelstudios.com/research/ai-browser-agents-new-automation-layer-2026",
   "title": "AI Browser Agents: The New Automation Layer Between Your Code and the Web",
   "projects": [
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": "81200",
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/supernalintelligence/Awesome-Gui-Agents",
   "title": "GitHub - supernalintelligence/Awesome-Gui-Agents: Awesome list of GUI agents (browser and computer use)",
   "projects": [
    {
     "project": "Agent S",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent S2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "c/ua (Computer-Use Agent)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CogAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HyperAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLM Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Octo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenInterpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OWL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RooCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Simular AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Suna",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Vercel AI SDK Computer Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WebVoyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Felluo AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://insights.reinventing.ai/articles/ai-agents-operator-worksurfaces-2026-04-30",
   "title": "Open-Source Agent Worksurfaces Turn AI Coding Into a Small-Team Workflow",
   "projects": [
    {
     "project": "Nezha",
     "category": null,
     "github_url": null,
     "stars": "901.0000000000001",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/ritchieng/the-incredible-ai-agents",
   "title": "GitHub - ritchieng/the-incredible-ai-agents: The Incredible AI Agents: a curated list of resources on building, evaluating, deploying, monitoring AI Agents",
   "projects": [
    {
     "project": "ReAct",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tree of Thoughts",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Plan-and-Solve",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents Python",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agent Zero",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Atomic Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta (MemGPT)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Camel AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarms",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PraisonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PocketFlow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Julep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeAI Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentUniverse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LazyLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMStack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MS-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "uAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "II-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deer Flow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cheshire Cat AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LLMware",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Transformers Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Guidance",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DB-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CodeFuse ChatBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mesa",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PettingZoo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AIWaves Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoSwarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Agent Squad",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BotSharp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langroid",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Rowboat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sage",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Spring AI Alibaba",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TEN Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Upsonic",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "VoltAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Toolformer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MemGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mem0",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Graphiti",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AppAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use Web UI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LaVague",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Magnitude",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "NanoBrowser",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Notte",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-bench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HumanEval",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Promptfoo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepEval",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HELM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BigBench",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MMLU",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RagaAI Catalyst",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenLit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "HolmesGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangFuse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phoenix",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Weights & Biases",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Prometheus",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Grafana",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenTelemetry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Jaeger",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "TradingAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Airweave",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Company Research Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MindSearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "FilmAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AgentVerse",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Agents Masterclass",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Awesome LLM Apps",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChatDev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPTeam",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenSwarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Ottomator Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://jiaweing.com/blog/frameworks-are-where-agents-go-to-die",
   "title": "Frameworks are where agents go to die",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/danielrosehill/Deep-Research-Projects-0425",
   "title": "GitHub - danielrosehill/Deep-Research-Projects-0425: A collection of links to a few AI \"deep research\" projects and agents, April 2025",
   "projects": [
    {
     "project": "gpt-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "node-DeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agentic-Reasoning",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep_research_agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PlanExe",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-gemini-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep-Research-AI-Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "workers-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "lens-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep-Research-using-Gemini-api",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research-web-ui",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-rag-researcher-deepseek",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deeper-Seeker",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Multi-Agent-AI-Researcher-Powered-by-DeepSeek-R1",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepSeekDeepResearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "sample-bedrock-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research-mcp",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-DEEPwebresearch",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research-mcp-server",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "mcp-server-ollama-deep-researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "local-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-research-py",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep-searcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepGit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deep-Research-Arxiv",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open-Deep-Research-App",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smartrag",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DeepLiterature",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "company-research-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "deep_research-",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "apify-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "shibing624/deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agenorit.com.au/insights/top-github-repositories",
   "title": "Top 50 Most Starred GitHub Repositories (2026 Guide)",
   "projects": [
    {
     "project": "openclaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ECC",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "hermes-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ollama",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/questflowai/e2b-dev-awesome-ai-agents/blob/main/README.md",
   "title": "e2b-dev-awesome-ai-agents/README.md at main \u00b7 questflowai/e2b-dev-awesome-ai-agents",
   "projects": [
    {
     "project": "AgentGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AI Legion",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Auto-GPT",
     "category": null,
     "github_url": null,
     "stars": "140000",
     "description": null,
     "license": null
    },
    {
     "project": "Automata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoPR",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Autonomous HR Assistant",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Task-Driven Autonomous Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyBeeAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyCatAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyDeerAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyElfAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyCommandAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI mod",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BambooAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BeeBot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Bloop",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cal.ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ChemCrow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Clippy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cody",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cody (Sourcegraph)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Databerry",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Deepnote's AI Copilot",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DemoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dev-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DevOpsGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "POC AI based Compiler",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Friday",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GeniA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Godmode-GPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Engineer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Migrate",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Tavily",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT Runner",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Lemon Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Modular Auto-GPT Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LocalGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mentat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MiniAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "expertGPTs",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pezzo",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "privateGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PromethAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "React Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smol-developer",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAgent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SuperAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Sweep",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "BabyAGI-inspired agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Westworld",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Voyager",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "WorkGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "yAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swift implementation of BabyAGI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://sammuthu.com/ai-ml/agent-frameworks",
   "title": "How I think about LangChain, CrewAI, AutoGen \u2014 and why I built my own harness",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ag2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://shaam.blog/articles/best-free-ai-agent-tools-2026",
   "title": "The 13 Best Free AI Agent Tools in 2026: A No-Nonsense Roundup",
   "projects": [
    {
     "project": "Buzz",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Paperclip",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Orca",
     "category": null,
     "github_url": null,
     "stars": "34800",
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ego (lite)",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Code Review",
     "category": null,
     "github_url": null,
     "stars": "17000",
     "description": null,
     "license": null
    },
    {
     "project": "T3 Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "jcode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://awesome.ecosyste.ms/lists/supersynergy%2Fawesome-ai-agents-2025?topic=anthropic",
   "title": "awesome-ai-agents-2025 | Ecosyste.ms: Awesome",
   "projects": [
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Goose",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pydantic AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SmolAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AG2",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cline",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue.dev",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SWE-agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://bluehost.com/blog/best-open-source-ai-agent-frameworks?langSwitch=true",
   "title": "7 Best Open-Source AI Agent Frameworks for Developers in 2026",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://medium.com/@sethkeddy/open-source-ai-agent-frameworks-remastered-f85db4cdc506",
   "title": "Open-Source AI Agent Frameworks - Remastered",
   "projects": [
    {
     "project": "LangChain",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Framework for building LLM-powered applications and orchestration of chains, agents, memory, and tools",
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Extends LangChain paradigm by modeling agent workflows as graphs for explicit control over branching and state transitions",
     "license": null
    },
    {
     "project": "CrewAI",
     "category": "agent orchestration framework",
     "github_url": "https://github.com/crewAIInc/crewAI?utm_source=chatgpt.com",
     "stars": null,
     "description": "Lean, fast, Python-first agent orchestration framework for orchestrating agents with distinct roles and shared goals",
     "license": null
    },
    {
     "project": "AutoGen",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": "Purpose-built for multi-agent systems, treating agents as conversational participants that can plan, collaborate, debate, and execute tasks",
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "SDK that fuses traditional programming with LLMs, enabling embedding of planning, memory, and AI capabilities into existing apps",
     "license": null
    },
    {
     "project": "ModelScope-Agent",
     "category": "agentic framework/library",
     "github_url": "https://github.com/modelscope/modelscope-agent?utm_source=chatgpt.com",
     "stars": null,
     "description": "Customizable agent framework built around open-source LLMs designed for real-world deployments with tool usage and memory control",
     "license": null
    },
    {
     "project": "AgentScope",
     "category": "multi-agent system",
     "github_url": "https://github.com/modelscope/agentscope?utm_source=chatgpt.com",
     "stars": null,
     "description": "Emerging framework that is more multi-agent oriented",
     "license": null
    },
    {
     "project": "Agent Lightning",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Training-based framework for RL-based agent tuning",
     "license": null
    },
    {
     "project": "AutoAgent",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": null,
     "description": "Framework for zero-code or natural-language agent creation",
     "license": null
    }
   ]
  },
  {
   "url": "https://arxiv.org/pdf/2601.18467v2",
   "title": "OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents",
   "projects": [
    {
     "project": "rllm",
     "category": "agentic framework/library",
     "github_url": "https://github.com/rllm-org/rllm",
     "stars": null,
     "description": "online reinforcement learning framework",
     "license": null
    },
    {
     "project": "OffSeeker",
     "category": "agent application",
     "github_url": "https://github.com/Ralph-Zhou/OffSeeker",
     "stars": null,
     "description": "deep research agent",
     "license": null
    }
   ]
  },
  {
   "url": "https://aitoolly.com/ai-news/article/2026-04-28-cua-introduces-open-source-infrastructure-for-computer-use-agents-to-control-macos-linux-and-windows",
   "title": "CUA Introduces Open-Source Infrastructure for Computer-Use Agents to Control macOS, Linux, and Windows Desktops",
   "projects": [
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://claudflow.com/research/ai-workflow-architectures.html",
   "title": "AI Workflow Architectures \u2014 100 Agent Repo Patterns",
   "projects": [
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": "24800.0",
     "description": null,
     "license": null
    },
    {
     "project": "deepset-ai/haystack",
     "category": "agentic framework/library",
     "github_url": "https://github.com/deepset-ai/haystack",
     "stars": "24800.0",
     "description": "Open-source AI orchestration for production-ready LLM apps with modular pipelines",
     "license": null
    },
    {
     "project": "openai/openai-agents-python",
     "category": "agent development framework",
     "github_url": "https://github.com/openai/openai-agents-python",
     "stars": "20692.0",
     "description": "Lightweight framework for multi-agent workflows with handoffs and guardrails",
     "license": null
    },
    {
     "project": "microsoft/agent-framework",
     "category": "agent development framework",
     "github_url": "https://github.com/microsoft/agent-framework",
     "stars": "9290.0",
     "description": "Multi-agent orchestration and deployment framework for Python and .NET",
     "license": null
    },
    {
     "project": "alibaba/spring-ai-alibaba",
     "category": "agentic framework/library",
     "github_url": "https://github.com/alibaba/spring-ai-alibaba",
     "stars": "9169.0",
     "description": "Agentic AI framework for Java with graph-based workflow support",
     "license": null
    },
    {
     "project": "firerpa/lamda",
     "category": "agent development framework",
     "github_url": "https://github.com/firerpa/lamda",
     "stars": "7715.0",
     "description": "Android RPA agent framework for mobile automation",
     "license": null
    },
    {
     "project": "PySpur-Dev/pyspur",
     "category": "agentic framework/library",
     "github_url": "https://github.com/PySpur-Dev/pyspur",
     "stars": "5705.0",
     "description": "Visual playground for agentic workflows with human-in-the-loop",
     "license": null
    },
    {
     "project": "darrenhinde/OpenAgentsControl",
     "category": "agent development framework",
     "github_url": "https://github.com/darrenhinde/OpenAgentsControl",
     "stars": "3394.0",
     "description": "Plan-first AI agent framework with approval-based execution",
     "license": null
    },
    {
     "project": "SolaceLabs/solace-agent-mesh",
     "category": "multi-agent system",
     "github_url": "https://github.com/SolaceLabs/solace-agent-mesh",
     "stars": "3075.0",
     "description": "Event-driven multi-agent AI framework with A2A protocol support",
     "license": null
    },
    {
     "project": "griptape-ai/griptape",
     "category": "agentic framework/library",
     "github_url": "https://github.com/griptape-ai/griptape",
     "stars": "2508.0",
     "description": "Modular Python framework with chain-of-thought reasoning and tools",
     "license": null
    },
    {
     "project": "instill-ai/instill-core",
     "category": "platform",
     "github_url": "https://github.com/instill-ai/instill-core",
     "stars": "2309.0",
     "description": "Full-stack AI infrastructure for data, model, and pipeline orchestration",
     "license": null
    },
    {
     "project": "trypromptly/LLMStack",
     "category": "multi-agent system",
     "github_url": "https://github.com/trypromptly/LLMStack",
     "stars": "2292.0",
     "description": "No-code multi-agent framework for LLM agents and workflows",
     "license": null
    },
    {
     "project": "GH05TCREW/pentestagent",
     "category": "agent development framework",
     "github_url": "https://github.com/GH05TCREW/pentestagent",
     "stars": "1948.0",
     "description": "AI agent framework for black-box security testing with knowledge graphs",
     "license": null
    },
    {
     "project": "rocketride-org/rocketride-server",
     "category": "agent orchestration framework",
     "github_url": "https://github.com/rocketride-org/rocketride-server",
     "stars": "1656.0",
     "description": "High-performance AI pipeline engine with C++ core and 50+ Python nodes",
     "license": null
    },
    {
     "project": "agentjido/jido",
     "category": "agent development framework",
     "github_url": "https://github.com/agentjido/jido",
     "stars": "1636.0",
     "description": "Autonomous agent framework for Elixir with distributed behavior",
     "license": null
    },
    {
     "project": "patched-codes/patchwork",
     "category": "agentic framework/library",
     "github_url": "https://github.com/patched-codes/patchwork",
     "stars": "1547.0",
     "description": "Agentic AI framework for enterprise workflow automation",
     "license": null
    },
    {
     "project": "video-db/Director",
     "category": "agent development framework",
     "github_url": "https://github.com/video-db/Director",
     "stars": "1352.0",
     "description": "AI video agents framework for video interactions and workflows",
     "license": null
    },
    {
     "project": "ZHangZHengEric/Sage",
     "category": "multi-agent system",
     "github_url": "https://github.com/ZHangZHengEric/Sage",
     "stars": "1106.0",
     "description": "Multi-agent system framework for complex tasks",
     "license": null
    },
    {
     "project": "EmbeddedLLM/JamAIBase",
     "category": "agentic framework/library",
     "github_url": "https://github.com/EmbeddedLLM/JamAIBase",
     "stars": "1090.0",
     "description": "Collaborative AI spreadsheet with chained cell pipelines",
     "license": null
    },
    {
     "project": "go-kratos/blades",
     "category": "agent development framework",
     "github_url": "https://github.com/go-kratos/blades",
     "stars": "755.0",
     "description": "Go-based multimodal AI agent framework with workflow graph",
     "license": null
    },
    {
     "project": "sangrokjung/claude-forge",
     "category": "agent development framework",
     "github_url": "https://github.com/sangrokjung/claude-forge",
     "stars": "645.0",
     "description": "Claude Code plugin framework with 11 agents and 36 commands",
     "license": null
    },
    {
     "project": "Pipelex/pipelex",
     "category": "agentic framework/library",
     "github_url": "https://github.com/Pipelex/pipelex",
     "stars": "641.0",
     "description": "Declarative language for composable AI workflows",
     "license": null
    },
    {
     "project": "AgentEra/Agently-Daily-News-Collector",
     "category": "agent application",
     "github_url": "https://github.com/AgentEra/Agently-Daily-News-Collector",
     "stars": "608.0",
     "description": "LLM-based automatic daily news collecting workflow",
     "license": null
    },
    {
     "project": "InfinitiBit/graphbit",
     "category": "agentic framework/library",
     "github_url": "https://github.com/InfinitiBit/graphbit",
     "stars": "529.0",
     "description": "Enterprise-grade agentic AI framework with Rust core",
     "license": null
    },
    {
     "project": "GenseeAI/cognify",
     "category": "agent development framework",
     "github_url": "https://github.com/GenseeAI/cognify",
     "stars": "274.0",
     "description": "Multi-faceted AI agent and workflow autotuning for LangChain/DSPy",
     "license": null
    },
    {
     "project": "nlpodyssey/openai-agents-go",
     "category": "agent development framework",
     "github_url": "https://github.com/nlpodyssey/openai-agents-go",
     "stars": "245.0",
     "description": "Go port of OpenAI multi-agent framework",
     "license": null
    }
   ]
  },
  {
   "url": "https://rickhigh.substack.com/p/langgraph-vs-crewai-vs-claude-agent",
   "title": "LangGraph vs CrewAI vs Claude Agent SDK: Which AI Agent Framework Actually Wins in 2026?",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain DeepAgents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google ADK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Bedrock AgentCore",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/Arindam200/awesome-llm-apps",
   "title": "GitHub - Arindam200/awesome-ai-apps: A collection of projects showcasing RAG, agents, workflows, and other AI use cases",
   "projects": [
    {
     "project": "ScrapeGraphAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AWS Strands SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CAMEL AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Docker cagent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "DSPy",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Google Agent Development Kit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agno",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hugging Face smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "KAOS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Letta",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenAI Agents SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "PydanticAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "RouteLLM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GibsonAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LiveKit",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Pipecat",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Memori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://rotate.cc/blog/ai-agent-frameworks",
   "title": "Comparing AI Agent Frameworks: LangChain, AutoGen, and CrewAI",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://automationslimited.com/blog/best-ai-agent-frameworks-2026",
   "title": "Best AI Agent Frameworks in 2026",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://theagenttimes.com/articles/paperclip-crosses-70k-github-stars-as-zero-employee-company--4da81673",
   "title": "Paperclip Crosses 70K GitHub Stars as Zero-Employee Company Framework Gains Traction",
   "projects": [
    {
     "project": "Paperclip",
     "category": "agentic framework/library",
     "github_url": null,
     "stars": "70000",
     "description": "Framework for orchestrating AI agent teams into company-like structures",
     "license": "MIT"
    },
    {
     "project": "CrewAI",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": "multi-agent system",
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://ciphernutz.com/blog/crewai-vs-langgraph-vs-autogen",
   "title": "CrewAI vs LangGraph vs AutoGen in 2026: What Changed & Which Wins?",
   "projects": [
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Microsoft Agent Framework",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://mqos-tech.medium.com/ai-agent-frameworks-comparison-21209cf5f6f2",
   "title": "AI Agent Frameworks Comparison: LangChain vs LangGraph vs AutoGen vs CrewAI",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain Core",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://aiidelist.com/blog/ai-coding-agent-2026",
   "title": "AI Coding Agents in 2026: Best Tools, Workflows, and Risks",
   "projects": [
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Aider",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Qwen Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Continue",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Zed AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/agents365-ai/scholar-deep-research",
   "title": "GitHub - Agents365-ai/scholar-deep-research: 8-phase literature-review pipeline. 7 federated sources, dedup, ranked retrieval, citation chasing, self-critique, 5 report archetypes.",
   "projects": [
    {
     "project": "scholar-deep-research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Cursor",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Codex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenCode",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ClawHub",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "pi-mono",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "SkillsMP",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "GPT-Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "STORM",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "open_deep_research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "ARS",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/_46ea277e677b888e0cd13/hermes-agent-v0110-how-a-self-improving-open-source-ai-agent-hit-105k-github-stars-in-7-weeks-112a",
   "title": "Hermes Agent v0.11.0: How a Self-Improving Open-Source AI Agent Hit 105K GitHub Stars in 7 Weeks",
   "projects": [
    {
     "project": "Hermes Agent",
     "category": null,
     "github_url": null,
     "stars": "105000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://hvtracker.net/blog/github-stars-dont-predict-ai-agent-trust",
   "title": "GitHub Stars Don't Predict AI Agent Trust \u2014 I Scored 192 to Prove It",
   "projects": [
    {
     "project": "OpenClaw",
     "category": null,
     "github_url": null,
     "stars": "376000",
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": "185000",
     "description": null,
     "license": null
    },
    {
     "project": "opencode",
     "category": null,
     "github_url": null,
     "stars": "168000",
     "description": null,
     "license": null
    },
    {
     "project": "Langflow",
     "category": null,
     "github_url": null,
     "stars": "149000",
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": "143000",
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": "138000",
     "description": null,
     "license": null
    },
    {
     "project": "Claude Code",
     "category": null,
     "github_url": null,
     "stars": "128000",
     "description": null,
     "license": null
    },
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": "126000",
     "description": null,
     "license": null
    },
    {
     "project": "Gemini CLI",
     "category": null,
     "github_url": null,
     "stars": "105000",
     "description": null,
     "license": null
    },
    {
     "project": "Browser Use",
     "category": null,
     "github_url": null,
     "stars": "96000",
     "description": null,
     "license": null
    },
    {
     "project": "MCP (servers)",
     "category": null,
     "github_url": null,
     "stars": "87000",
     "description": null,
     "license": null
    },
    {
     "project": "RAGFlow",
     "category": null,
     "github_url": null,
     "stars": "82000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenHands",
     "category": null,
     "github_url": null,
     "stars": "75000",
     "description": null,
     "license": null
    },
    {
     "project": "Daytona",
     "category": null,
     "github_url": null,
     "stars": "73000",
     "description": null,
     "license": null
    },
    {
     "project": "DeerFlow",
     "category": null,
     "github_url": null,
     "stars": "70000",
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": "68000",
     "description": null,
     "license": null
    },
    {
     "project": "Crawl4AI",
     "category": null,
     "github_url": null,
     "stars": "67000",
     "description": null,
     "license": null
    },
    {
     "project": "Open Interpreter",
     "category": null,
     "github_url": null,
     "stars": "64000",
     "description": null,
     "license": null
    },
    {
     "project": "AnythingLLM",
     "category": null,
     "github_url": null,
     "stars": "61000",
     "description": null,
     "license": null
    },
    {
     "project": "PrivateGPT",
     "category": null,
     "github_url": null,
     "stars": "57000",
     "description": null,
     "license": null
    },
    {
     "project": "OpenManus",
     "category": null,
     "github_url": null,
     "stars": "56000",
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": "53000",
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": "52000",
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": "50000",
     "description": null,
     "license": null
    },
    {
     "project": "Codex",
     "category": null,
     "github_url": null,
     "stars": "87000",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/avifenesh/awesome-slash",
   "title": "GitHub - agent-sh/agentsys: AI writes code. This automates everything else \u00b7 26 plugins \u00b7 50 agents \u00b7 47 skills \u00b7 for Claude Code, OpenCode, Codex, Cursor, Kiro.",
   "projects": [
    {
     "project": "AgentSys",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://intuz.com/blog/top-5-ai-agent-frameworks-2025?trk=article-ssr-frontend-pulse_little-text-block",
   "title": "Best AI Agent Frameworks: Tested in 100+ Production Deployments | Intuz",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Open Agents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "MetaGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://vibecrowd.fund/skills/deep-research-majiayu000-claude-skill-registry",
   "title": "deep-research \u2014 agent skill by majiayu000",
   "projects": [
    {
     "project": "openbrowser-ai",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "claude-skill-registry",
     "category": null,
     "github_url": null,
     "stars": "534",
     "description": null,
     "license": null
    },
    {
     "project": "Fairlearn",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/yugantm/i-ranked-171-ai-agents-by-trust-heres-what-i-found-about-safety-and-transparency-2imk",
   "title": "I Ranked 171 AI Agents by Trust \u2014 Here's What I Found About Safety and Transparency",
   "projects": [
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://x.com/hasantoxr/status/2041848347204710806",
   "title": "Hasan Toor (@hasantoxr) on X",
   "projects": [
    {
     "project": "Awesome AI Apps",
     "category": null,
     "github_url": null,
     "stars": "9200.0",
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://alexholyk.com/11-agents/agent-frameworks-and-infrastructure.html",
   "title": "Agent Frameworks & Infrastructure \u2014 AI Compendium",
   "projects": [
    {
     "project": "LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Claude Agent SDK",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://kxntech.com/global/en/blog/agentic-ai-tools-frameworks-2026",
   "title": "Top 15 Agentic AI Tools and Frameworks in 2026",
   "projects": [
    {
     "project": "LangChain / LangGraph",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "CrewAI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LlamaIndex",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Semantic Kernel",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Haystack",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Dify",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Flowise",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Phidata",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Agency Swarm",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dreaming.press/posts/gpt-researcher-vs-open-deep-research.html",
   "title": "GPT Researcher vs Open Deep Research: The Open-Source Deep Research Agents",
   "projects": [
    {
     "project": "GPT Researcher",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain's Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "Hugging Face's Open Deep Research",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "smolagents",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://news.ycombinator.com/item?id=42965954",
   "title": "R1 Computer Use | Hacker News",
   "projects": [
    {
     "project": "R1-Computer-Use",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "clickclickclick",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGPT",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://github.com/e2b-dev/awesome-ai-sdks",
   "title": "GitHub - e2b-dev/awesome-ai-sdks: A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents",
   "projects": [
    {
     "project": "Chidori",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://dev.to/jovansapfioneer/the-missing-layer-in-every-ai-agent-framework-comparison-4n8d",
   "title": "The Missing Layer in Every AI Agent Framework Comparison",
   "projects": [
    {
     "project": "Network-AI",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://vellum.ai/blog/top-ai-agent-frameworks-for-developers?_sm_nck=1",
   "title": "The Top 11 AI Agent Frameworks For Developers In September 2026",
   "projects": [
    {
     "project": "Mastra",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "LangChain",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "AutoGen",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    },
    {
     "project": "n8n",
     "category": null,
     "github_url": null,
     "stars": null,
     "description": null,
     "license": null
    }
   ]
  },
  {
   "url": "https://agentlist.top/en/best/browser-agent",
   "title": "Best Browser Agent Open Source Projects Top 20 | AgentList",
   "projects": [
    {
     "project": "Firecrawl",
     "category": null,
     "github_url": null,
     "stars": "151600.00000000003",
     "description": null,
     "license": null
    },
    {
     "project": "browser-use",
     "category": null,
     "github_url": null,
     "stars": "104900.0",
     "description": null,
     "license": null
    },
    {
     "project": "Front-End Checklist",
     "category": null,
     "github_url": null,
     "stars": "73200.0",
     "description": null,
     "license": null
    },
    {
     "project": "Scrapling",
     "category": null,
     "github_url": null,
     "stars": "69700.0",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Reach",
     "category": null,
     "github_url": null,
     "stars": "56800.0",
     "description": null,
     "license": null
    },
    {
     "project": "Chrome DevTools MCP",
     "category": null,
     "github_url": null,
     "stars": "47000.0",
     "description": null,
     "license": null
    },
    {
     "project": "GitNexus",
     "category": null,
     "github_url": null,
     "stars": "44200.0",
     "description": null,
     "license": null
    },
    {
     "project": "PPT Master",
     "category": null,
     "github_url": null,
     "stars": "39200.0",
     "description": null,
     "license": null
    },
    {
     "project": "Agent Browser",
     "category": null,
     "github_url": null,
     "stars": "38500.0",
     "description": null,
     "license": null
    },
    {
     "project": "UI-TARS Desktop",
     "category": null,
     "github_url": null,
     "stars": "38000.0",
     "description": null,
     "license": null
    },
    {
     "project": "Lightpanda Browser",
     "category": null,
     "github_url": null,
     "stars": "31900.0",
     "description": null,
     "license": null
    },
    {
     "project": "CloakBrowser",
     "category": null,
     "github_url": null,
     "stars": "28400.0",
     "description": null,
     "license": null
    },
    {
     "project": "Page Agent",
     "category": null,
     "github_url": null,
     "stars": "26800.0",
     "description": null,
     "license": null
    },
    {
     "project": "AgenticSeek",
     "category": null,
     "github_url": null,
     "stars": "26600.0",
     "description": null,
     "license": null
    },
    {
     "project": "Open-AutoGLM",
     "category": null,
     "github_url": null,
     "stars": "25800.0",
     "description": null,
     "license": null
    },
    {
     "project": "Stagehand",
     "category": null,
     "github_url": null,
     "stars": "23500.0",
     "description": null,
     "license": null
    },
    {
     "project": "Skyvern",
     "category": null,
     "github_url": null,
     "stars": "22300.0",
     "description": null,
     "license": null
    },
    {
     "project": "Automa",
     "category": null,
     "github_url": null,
     "stars": "21500.0",
     "description": null,
     "license": null
    },
    {
     "project": "CUA",
     "category": null,
     "github_url": null,
     "stars": "19800.0",
     "description": null,
     "license": null
    },
    {
     "project": "Deep Research",
     "category": null,
     "github_url": null,
     "stars": "19400.0",
     "description": null,
     "license": null
    }
   ]
  }
 ],
 "notes": [
  "Merged 12 queries (2007 total) \u2192 1438 unique results",
  "Search result set: r37b67951cba (1438 rows), reference it as FROM r37b67951cba in follow-up queries",
  "WARNING: semantic extraction failed on 1029 of 1438 rows \u2014 extracted values are null on those rows. First error: timed_out after 90.0s"
 ]
}