{
  "projects": [
    {
      "repo": "walkererik1991/energyplus-idf-mcp-server",
      "stars": 38,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 18,
      "quality_score": 36,
      "agent_score": 53,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "nirholas/XActions",
      "stars": 431,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": true,
      "docker": true,
      "maintenance_score": 25,
      "quality_score": 12,
      "agent_score": 63,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "mixpeek/amux",
      "stars": 317,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 36,
      "quality_score": 19,
      "agent_score": 60,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "simota/agent-skills",
      "stars": 65,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 28,
      "quality_score": 12,
      "agent_score": 57,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    }
  ],
  "winner": "nirholas/XActions",
  "reasoning": "nirholas/XActions has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "nirholas/XActions leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
    "candidate_count": 4,
    "cloudflare_ready_count": 1,
    "docker_ready_count": 2,
    "local_ready_count": 4,
    "highest_agent_score": 63,
    "highest_quality_score": 36
  },
  "decision_matrix": [
    {
      "repo": "walkererik1991/energyplus-idf-mcp-server",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 18/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "nirholas/XActions",
      "strengths": [
        "Leads this comparison context."
      ],
      "tradeoffs": [
        "Maintenance score is 25/100."
      ],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "mixpeek/amux",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 36/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "simota/agent-skills",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 28/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/nirholas/XActions",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/nirholas/XActions",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/nirholas/XActions",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/nirholas/XActions",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "walkererik1991/energyplus-idf-mcp-server",
    "nirholas/XActions",
    "mixpeek/amux",
    "simota/agent-skills"
  ],
  "requested_repos": [
    "walkererik1991/energyplus-idf-mcp-server",
    "nirholas/XActions",
    "mixpeek/amux",
    "simota/agent-skills"
  ],
  "resolved_repos": [
    {
      "requested_id": "walkererik1991/energyplus-idf-mcp-server",
      "resolved_id": "walkererik1991/energyplus-idf-mcp-server",
      "resolution": "direct"
    },
    {
      "requested_id": "nirholas/XActions",
      "resolved_id": "nirholas/XActions",
      "resolution": "direct"
    },
    {
      "requested_id": "mixpeek/amux",
      "resolved_id": "mixpeek/amux",
      "resolution": "direct"
    },
    {
      "requested_id": "simota/agent-skills",
      "resolved_id": "simota/agent-skills",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1041,
    "generated_at": "2026-08-04T12:12:15.397Z",
    "snapshot_id": "d1:1041:2026-08-04T12:00:30.131Z",
    "latest_synced_at": "2026-08-04T12:00:30.131Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}