{
  "projects": [
    {
      "repo": "promptfoo/evil-mcp-server",
      "stars": 32,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 17,
      "quality_score": 5,
      "agent_score": 54,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "heygen-com/hyperframes",
      "stars": 51318,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 72,
      "quality_score": 81,
      "agent_score": 86,
      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "danny-avila/LibreChat",
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      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
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      "best_for": [
        "connect agents to tools",
        "expose APIs through MCP"
      ]
    },
    {
      "repo": "upstash/context7",
      "stars": 62197,
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      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 67,
      "quality_score": 71,
      "agent_score": 87,
      "best_for": [
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        "expose APIs through MCP"
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  ],
  "winner": "upstash/context7",
  "reasoning": "upstash/context7 has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "upstash/context7 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": 2,
    "local_ready_count": 4,
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    "highest_quality_score": 81
  },
  "decision_matrix": [
    {
      "repo": "promptfoo/evil-mcp-server",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 17/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "heygen-com/hyperframes",
      "strengths": [
        "Strong agent score at 86/100.",
        "Strong quality score at 81/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "danny-avila/LibreChat",
      "strengths": [
        "Strong agent score at 86/100.",
        "Strong quality score at 81/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "upstash/context7",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 87/100.",
        "Strong quality score at 71/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/upstash/context7",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/upstash/context7",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/upstash/context7",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/upstash/context7",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "promptfoo/evil-mcp-server",
    "heygen-com/hyperframes",
    "danny-avila/LibreChat",
    "upstash/context7"
  ],
  "requested_repos": [
    "promptfoo/evil-mcp-server",
    "heygen-com/hyperframes",
    "danny-avila/LibreChat",
    "upstash/context7"
  ],
  "resolved_repos": [
    {
      "requested_id": "promptfoo/evil-mcp-server",
      "resolved_id": "promptfoo/evil-mcp-server",
      "resolution": "direct"
    },
    {
      "requested_id": "heygen-com/hyperframes",
      "resolved_id": "heygen-com/hyperframes",
      "resolution": "direct"
    },
    {
      "requested_id": "danny-avila/LibreChat",
      "resolved_id": "danny-avila/LibreChat",
      "resolution": "direct"
    },
    {
      "requested_id": "upstash/context7",
      "resolved_id": "upstash/context7",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1213,
    "generated_at": "2026-09-20T05:34:46.308Z",
    "snapshot_id": "d1:1213:2026-09-20T05:31:14.906Z",
    "latest_synced_at": "2026-09-20T05:31:14.906Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}