{
  "projects": [
    {
      "repo": "DaoyuanLi2816/mcp-fence",
      "stars": 35,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 22,
      "quality_score": 8,
      "agent_score": 56,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "PrefectHQ/fastmcp",
      "stars": 26070,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 74,
      "quality_score": 52,
      "agent_score": 85,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "stacklok/toolhive",
      "stars": 1924,
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      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 76,
      "quality_score": 47,
      "agent_score": 84,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "dbt-labs/dbt-mcp",
      "stars": 584,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 56,
      "quality_score": 31,
      "agent_score": 73,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    }
  ],
  "winner": "PrefectHQ/fastmcp",
  "reasoning": "PrefectHQ/fastmcp has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "PrefectHQ/fastmcp 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": 3,
    "local_ready_count": 4,
    "highest_agent_score": 85,
    "highest_quality_score": 52
  },
  "decision_matrix": [
    {
      "repo": "DaoyuanLi2816/mcp-fence",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 22/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "PrefectHQ/fastmcp",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 85/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "stacklok/toolhive",
      "strengths": [
        "Strong agent score at 84/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "dbt-labs/dbt-mcp",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/PrefectHQ/fastmcp",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/PrefectHQ/fastmcp",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/PrefectHQ/fastmcp",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/PrefectHQ/fastmcp",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "DaoyuanLi2816/mcp-fence",
    "PrefectHQ/fastmcp",
    "stacklok/toolhive",
    "dbt-labs/dbt-mcp"
  ],
  "requested_repos": [
    "DaoyuanLi2816/mcp-fence",
    "PrefectHQ/fastmcp",
    "stacklok/toolhive",
    "dbt-labs/dbt-mcp"
  ],
  "resolved_repos": [
    {
      "requested_id": "DaoyuanLi2816/mcp-fence",
      "resolved_id": "DaoyuanLi2816/mcp-fence",
      "resolution": "direct"
    },
    {
      "requested_id": "PrefectHQ/fastmcp",
      "resolved_id": "PrefectHQ/fastmcp",
      "resolution": "direct"
    },
    {
      "requested_id": "stacklok/toolhive",
      "resolved_id": "stacklok/toolhive",
      "resolution": "direct"
    },
    {
      "requested_id": "dbt-labs/dbt-mcp",
      "resolved_id": "dbt-labs/dbt-mcp",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 899,
    "generated_at": "2026-07-10T13:45:46.508Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}