{
  "project_id": "ComposioHQ/composio",
  "repo": "ComposioHQ/composio",
  "name": "composio",
  "github_url": "https://github.com/ComposioHQ/composio",
  "homepage_url": "https://docs.composio.dev",
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "agentic-ai",
    "agents",
    "ai",
    "ai-agents",
    "aiagents",
    "developer-tools",
    "function-calling",
    "gpt-4",
    "javascript",
    "js",
    "llm",
    "llmops",
    "mcp",
    "python",
    "remote-mcp-server",
    "sse",
    "typescript"
  ],
  "description": "Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.",
  "overview": "Use ComposioHQ/composio when the user needs a mcp server project with cloudflare, serverless, vercel deployment options.",
  "alternatives": [
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "apify/apify-mcp-server",
      "reason": "Same mcp server intent with mcp overlap."
    },
    {
      "repo": "mastra-ai/mastra",
      "reason": "Same mcp server intent with mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "inkeep/agents",
      "reason": "Related to ComposioHQ/composio through mcp server category and serverless deployment."
    },
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Related to ComposioHQ/composio through mcp server category and serverless deployment."
    },
    {
      "repo": "nirholas/XActions",
      "reason": "Related to ComposioHQ/composio through mcp server category and cloudflare deployment."
    },
    {
      "repo": "QwenLM/qwen-code",
      "reason": "Related to ComposioHQ/composio through mcp server category and library_only deployment."
    },
    {
      "repo": "yonatangross/orchestkit",
      "reason": "Related to ComposioHQ/composio through mcp server category and serverless deployment."
    },
    {
      "repo": "deepset-ai/haystack",
      "reason": "Related to ComposioHQ/composio through mcp server category and library_only deployment."
    },
    {
      "repo": "ohad6k/emulo",
      "reason": "Related to ComposioHQ/composio through mcp server category and serverless deployment."
    },
    {
      "repo": "VoltAgent/voltagent",
      "reason": "Related to ComposioHQ/composio through mcp server category and serverless deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "Cloudflare Workers",
    "LLM provider"
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  "deployments": [
    "cloudflare",
    "serverless",
    "vercel",
    "library_only",
    "local"
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  "cloudflare_ready": false,
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    "connect agents to tools",
    "expose APIs through MCP",
    "bootstrap MCP integrations"
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    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
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      "evidence": [
        "Matched \"mcp\" in metadata."
      ]
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      "confidence": "high",
      "evidence": [
        "Matched \"cloudflare workers\" in repository content.",
        "Matched \"vercel\" in repository content.",
        "Matched \"pip install\" in repository content.",
        "Matched \"npm install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Cloudflare deployment path suggests a guided serverless setup."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Cloudflare signal: cloudflare workers.",
        "Runtime blocker: python."
      ]
    }
  },
  "quality_signals": {
    "stars": 29601,
    "recent_commits": 100,
    "contributors": 84,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
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    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 32,
    "commits_30d": "partial",
    "releases_180d": "partial",
    "contributors_90d": "complete"
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  "quality_score": 56,
  "agent_score": 90,
  "score": 94,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 75,
    "deployment": 100,
    "popularity": 89,
    "community": 100
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  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 83,
    "documentation": 84,
    "stability": 100,
    "adoption": 100,
    "agent_readability": 100
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  "summary": {
    "tl_dr": "Use ComposioHQ/composio when the user needs a mcp server project with cloudflare, serverless, vercel deployment options.",
    "purpose": "Use ComposioHQ/composio when the user needs a mcp server project with cloudflare, serverless, vercel deployment options.",
    "install": "Deploy on Cloudflare Workers using the repository's deployment instructions.",
    "inputs": [
      "tool definitions",
      "resource config",
      "transport settings"
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    "outputs": [
      "MCP tools",
      "JSON-RPC responses",
      "server capabilities"
    ],
    "good_for": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations",
      "agent tool exposure",
      "MCP integrations",
      "tool servers"
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    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "front-end apps",
      "non-tooling backends"
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    "deployment": [
      "cloudflare",
      "serverless",
      "vercel",
      "library_only",
      "local"
    ],
    "alternatives": [
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "apify/apify-mcp-server",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "mastra-ai/mastra",
        "reason": "Same mcp server intent with mcp overlap."
      }
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  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
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      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"cloudflare workers\" in repository content.",
          "Matched \"vercel\" in repository content.",
          "Matched \"pip install\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Cloudflare deployment path suggests a guided serverless setup."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Cloudflare signal: cloudflare workers.",
          "Runtime blocker: python."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 32,
      "commits_30d": "partial",
      "releases_180d": "partial",
      "contributors_90d": "complete"
    },
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      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: commits30d, releases180d."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-10T01:30:46.246Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: commits30d, releases180d."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
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  "last_verified_at": "2026-08-10T01:30:46.246Z",
  "knowledge": {
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          "reason": "Same mcp server intent with mcp overlap."
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          "project_id": "apify/apify-mcp-server",
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          "confidence": "medium",
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          "confidence": "high",
          "evidence": [
            "Cloudflare signal: cloudflare workers.",
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    "requested_id": "ComposioHQ/composio",
    "resolved_id": "ComposioHQ/composio",
    "resolution": "direct"
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