{
  "project": {
    "project_id": "MCP-UI-Org/mcp-ui",
    "repo": "MCP-UI-Org/mcp-ui",
    "name": "mcp-ui",
    "description": "UI over MCP. Create next-gen UI experiences with the protocol and SDK!",
    "category": [
      "mcp_server"
    ],
    "language": "TypeScript",
    "license": "Apache-2.0"
  },
  "project_id": "MCP-UI-Org/mcp-ui",
  "score": 84,
  "git_top_score": 84,
  "quality_score": 19,
  "agent_score": 68,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 31,
    "documentation": 84,
    "stability": 100,
    "adoption": 100,
    "agent_readability": 100
  },
  "dimensions": [
    {
      "key": "community",
      "label": "Community",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 20."
    },
    {
      "key": "maintenance",
      "label": "Maintenance",
      "score": 31,
      "weight": 20,
      "contribution": 6.2,
      "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
    },
    {
      "key": "documentation",
      "label": "Documentation",
      "score": 84,
      "weight": 16,
      "contribution": 13.4,
      "explanation": "Agent-readable documentation signals are strong enough for recommendation workflows."
    },
    {
      "key": "stability",
      "label": "Stability",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Stability reflects release cadence, issue load, recent activity, and maturity signals."
    },
    {
      "key": "adoption",
      "label": "Adoption",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Adoption is normalized from stars, forks, and ecosystem attention signals."
    },
    {
      "key": "agent_readability",
      "label": "Agent Readability",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Agent readability reflects summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity."
    }
  ],
  "summary": "MCP-UI-Org/mcp-ui scores 84/100. Community is strongest at 100/100; Maintenance is the lowest dimension at 31/100.",
  "adoption_guidance": "Promising candidate. Review risk flags, weakest score dimension, and alternatives before recommending it as the default choice.",
  "risk_flags": [
    "Maintenance is the weakest dimension at 31/100.",
    "Known caveat: edge-only Cloudflare Workers deployment without adaptation"
  ],
  "score_confidence": {
    "level": "high",
    "summary": "Score evidence is strong enough for shortlist ranking when paired with current metadata.",
    "reasons": [
      "Classification evidence: 2/4 classification signals are high-confidence."
    ],
    "evidence_checklist": [
      {
        "signal": "Classification evidence",
        "status": "review",
        "description": "2/4 classification signals are high-confidence."
      },
      {
        "signal": "Quality signal completeness",
        "status": "strong",
        "description": "4 quality signals are complete or snapshot-backed."
      },
      {
        "signal": "Deployment clarity",
        "status": "strong",
        "description": "4 deployment targets are indexed."
      },
      {
        "signal": "Agent-readable context",
        "status": "strong",
        "description": "3 use cases and 2 inferred dependencies are available."
      },
      {
        "signal": "Tradeoff disclosure",
        "status": "strong",
        "description": "2 caveats are indexed for adoption decisions."
      }
    ],
    "citation_guidance": "When citing this score, include metadata.source, weakest_dimension, risk_flags, and score_confidence.level."
  },
  "next_actions": [
    {
      "label": "Open project knowledge",
      "href": "/projects/MCP-UI-Org/mcp-ui",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/MCP-UI-Org/mcp-ui",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/MCP-UI-Org/mcp-ui",
      "kind": "alternatives"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=MCP-UI-Org/mcp-ui",
      "kind": "compare"
    },
    {
      "label": "Get category recommendations",
      "href": "/api/recommend?category=mcp_server&limit=5",
      "kind": "recommend"
    }
  ],
  "strongest_dimension": {
    "key": "community",
    "label": "Community",
    "score": 100,
    "weight": 16,
    "contribution": 16,
    "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 20."
  },
  "weakest_dimension": {
    "key": "maintenance",
    "label": "Maintenance",
    "score": 31,
    "weight": 20,
    "contribution": 6.2,
    "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
  },
  "related_scores": {
    "quality_score": 19,
    "agent_score": 68,
    "agent_score_breakdown": {
      "documentation": 90,
      "maintenance": 26,
      "deployment": 90,
      "popularity": 74,
      "community": 65
    }
  },
  "evidence": {
    "deployments": [
      "vercel",
      "serverless",
      "library_only",
      "local"
    ],
    "dependencies": [
      "MCP",
      "LLM provider"
    ],
    "use_cases": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product"
    ],
    "quality_signals": {
      "stars": 5073,
      "recent_commits": 2,
      "contributors": 20,
      "issue_response_time_hours": null,
      "release_frequency_180d": 7
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "Matched \"pip install\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Matched \"pnpm add\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product"
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-05T03:30:25.625Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "confidence_reason": "Score evidence is strong enough for shortlist ranking when paired with current metadata.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-08-05T03:30:25.625Z",
  "links": {
    "page": "/score/MCP-UI-Org/mcp-ui",
    "project_api": "/api/project/MCP-UI-Org/mcp-ui",
    "graph_api": "/api/graph/MCP-UI-Org/mcp-ui",
    "alternatives_api": "/api/alternatives/MCP-UI-Org/mcp-ui",
    "compare_api": "/api/compare?repos=MCP-UI-Org/mcp-ui",
    "recommendations_api": "/api/recommend?category=mcp_server&limit=5"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1048,
    "generated_at": "2026-08-06T08:25:39.857Z",
    "snapshot_id": "d1:1048:2026-08-06T05:31:06.840Z",
    "latest_synced_at": "2026-08-06T05:31:06.840Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}