{
  "projects": [
    {
      "repo": "MCDxAI/minecraft-dev-mcp",
      "stars": 33,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 26,
      "quality_score": 13,
      "agent_score": 55,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "mcp-use/mcp-use",
      "stars": 10493,
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      "cloud": true,
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      "docker": false,
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      "quality_score": 42,
      "agent_score": 81,
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    {
      "repo": "zhu1090093659/deepseek-pp",
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    {
      "repo": "getsentry/XcodeBuildMCP",
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  ],
  "winner": "mcp-use/mcp-use",
  "reasoning": "mcp-use/mcp-use has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "mcp-use/mcp-use leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
    "candidate_count": 4,
    "cloudflare_ready_count": 0,
    "docker_ready_count": 0,
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    {
      "repo": "MCDxAI/minecraft-dev-mcp",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 26/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "mcp-use/mcp-use",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 81/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "zhu1090093659/deepseek-pp",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "getsentry/XcodeBuildMCP",
      "strengths": [
        "Strong agent score at 76/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
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      "label": "Open winning project",
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    },
    {
      "label": "Inspect graph",
      "href": "/graph/mcp-use/mcp-use",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/mcp-use/mcp-use",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/mcp-use/mcp-use",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "MCDxAI/minecraft-dev-mcp",
    "mcp-use/mcp-use",
    "zhu1090093659/deepseek-pp",
    "getsentry/XcodeBuildMCP"
  ],
  "requested_repos": [
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    "mcp-use/mcp-use",
    "zhu1090093659/deepseek-pp",
    "getsentry/XcodeBuildMCP"
  ],
  "resolved_repos": [
    {
      "requested_id": "MCDxAI/minecraft-dev-mcp",
      "resolved_id": "MCDxAI/minecraft-dev-mcp",
      "resolution": "direct"
    },
    {
      "requested_id": "mcp-use/mcp-use",
      "resolved_id": "mcp-use/mcp-use",
      "resolution": "direct"
    },
    {
      "requested_id": "zhu1090093659/deepseek-pp",
      "resolved_id": "zhu1090093659/deepseek-pp",
      "resolution": "direct"
    },
    {
      "requested_id": "getsentry/XcodeBuildMCP",
      "resolved_id": "getsentry/XcodeBuildMCP",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1176,
    "generated_at": "2026-08-21T12:32:08.286Z",
    "snapshot_id": "d1:1176:2026-08-21T12:30:23.282Z",
    "latest_synced_at": "2026-08-21T12:30:23.282Z",
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    "loaded_project_limit": 2000,
    "truncated": false
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}