{
  "projects": [
    {
      "repo": "ComposioHQ/composio",
      "stars": 31003,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": true,
      "docker": false,
      "maintenance_score": 76,
      "quality_score": 58,
      "agent_score": 90,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "cloudflare/agents",
      "stars": 5975,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": true,
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      "maintenance_score": 75,
      "quality_score": 49,
      "agent_score": 87,
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    {
      "repo": "cloudflare/browser-run",
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    {
      "repo": "cloudflare/mcp-server-cloudflare",
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  ],
  "winner": "ComposioHQ/composio",
  "reasoning": "ComposioHQ/composio has the strongest fit after weighting for cloudflare deployment compatibility.",
  "summary": "ComposioHQ/composio leads 4 compared projects with cloudflare deployment preference. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
    "candidate_count": 4,
    "cloudflare_ready_count": 4,
    "docker_ready_count": 1,
    "local_ready_count": 4,
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    "highest_quality_score": 58
  },
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    {
      "repo": "ComposioHQ/composio",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 90/100.",
        "Matches Cloudflare deployment preference."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "cloudflare/agents",
      "strengths": [
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        "Matches Cloudflare deployment preference."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "cloudflare/browser-run",
      "strengths": [
        "Strong agent score at 79/100.",
        "Matches Cloudflare deployment preference."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "cloudflare/mcp-server-cloudflare",
      "strengths": [
        "Strong agent score at 76/100.",
        "Matches Cloudflare deployment preference."
      ],
      "tradeoffs": [
        "Maintenance score is 46/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    }
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    {
      "label": "Open winning project",
      "href": "/projects/ComposioHQ/composio",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/ComposioHQ/composio",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/ComposioHQ/composio",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/ComposioHQ/composio",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {
    "deployment": "cloudflare"
  },
  "project_ids": [
    "ComposioHQ/composio",
    "cloudflare/agents",
    "cloudflare/browser-run",
    "cloudflare/mcp-server-cloudflare"
  ],
  "requested_repos": [
    "ComposioHQ/composio",
    "cloudflare/agents",
    "cloudflare/browser-run",
    "cloudflare/mcp-server-cloudflare"
  ],
  "resolved_repos": [
    {
      "requested_id": "ComposioHQ/composio",
      "resolved_id": "ComposioHQ/composio",
      "resolution": "direct"
    },
    {
      "requested_id": "cloudflare/agents",
      "resolved_id": "cloudflare/agents",
      "resolution": "direct"
    },
    {
      "requested_id": "cloudflare/browser-run",
      "resolved_id": "cloudflare/browser-run",
      "resolution": "direct"
    },
    {
      "requested_id": "cloudflare/mcp-server-cloudflare",
      "resolved_id": "cloudflare/mcp-server-cloudflare",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1226,
    "generated_at": "2026-11-11T00:23:34.610Z",
    "snapshot_id": "d1:1226:2026-11-11T00:00:28.077Z",
    "latest_synced_at": "2026-11-11T00:00:28.077Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}