{
  "project": {
    "project_id": "containers/kubernetes-mcp-server",
    "repo": "containers/kubernetes-mcp-server",
    "name": "kubernetes-mcp-server",
    "description": "Model Context Protocol (MCP) server for Kubernetes and OpenShift",
    "category": [
      "mcp_server"
    ],
    "language": "Go",
    "license": "Apache-2.0"
  },
  "project_id": "containers/kubernetes-mcp-server",
  "score": 90,
  "git_top_score": 90,
  "quality_score": 32,
  "agent_score": 80,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 69,
    "documentation": 92,
    "stability": 100,
    "adoption": 97,
    "agent_readability": 90
  },
  "dimensions": [
    {
      "key": "community",
      "label": "Community",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 63."
    },
    {
      "key": "maintenance",
      "label": "Maintenance",
      "score": 69,
      "weight": 20,
      "contribution": 13.8,
      "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
    },
    {
      "key": "documentation",
      "label": "Documentation",
      "score": 92,
      "weight": 16,
      "contribution": 14.7,
      "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": 97,
      "weight": 16,
      "contribution": 15.5,
      "explanation": "Adoption is normalized from stars, forks, and ecosystem attention signals."
    },
    {
      "key": "agent_readability",
      "label": "Agent Readability",
      "score": 90,
      "weight": 16,
      "contribution": 14.4,
      "explanation": "Agent readability reflects summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity."
    }
  ],
  "summary": "containers/kubernetes-mcp-server scores 90/100. Community is strongest at 100/100; Maintenance is the lowest dimension at 69/100.",
  "adoption_guidance": "Promising candidate. Review risk flags, weakest score dimension, and alternatives before recommending it as the default choice.",
  "risk_flags": [
    "Recent star movement is estimated rather than fully observed.",
    "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": [
      "All score evidence checks are strong."
    ],
    "evidence_checklist": [
      {
        "signal": "Classification evidence",
        "status": "strong",
        "description": "3/4 classification signals are high-confidence."
      },
      {
        "signal": "Quality signal completeness",
        "status": "strong",
        "description": "3 quality signals are complete or snapshot-backed."
      },
      {
        "signal": "Deployment clarity",
        "status": "strong",
        "description": "6 deployment targets are indexed."
      },
      {
        "signal": "Agent-readable context",
        "status": "strong",
        "description": "3 use cases and 1 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/containers/kubernetes-mcp-server",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/containers/kubernetes-mcp-server",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/containers/kubernetes-mcp-server",
      "kind": "alternatives"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=containers/kubernetes-mcp-server",
      "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 63."
  },
  "weakest_dimension": {
    "key": "maintenance",
    "label": "Maintenance",
    "score": 69,
    "weight": 20,
    "contribution": 13.8,
    "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
  },
  "related_scores": {
    "quality_score": 32,
    "agent_score": 80,
    "agent_score_breakdown": {
      "documentation": 90,
      "maintenance": 54,
      "deployment": 100,
      "popularity": 65,
      "community": 100
    }
  },
  "evidence": {
    "deployments": [
      "docker",
      "kubernetes",
      "serverless",
      "library_only",
      "local",
      "cloud"
    ],
    "dependencies": [
      "MCP"
    ],
    "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": {
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      "recent_commits": 49,
      "contributors": 63,
      "issue_response_time_hours": null,
      "release_frequency_180d": 7
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      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
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      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"model context protocol\" in metadata.",
          "Matched \"modelcontextprotocol\" in metadata.",
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"kubernetes\" in repository content.",
          "Matched \"helm chart\" in repository content.",
          "Matched \"serverless\" in repository content.",
          "Matched \"npm install\" 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."
        ]
      }
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      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-07-06T16:00:11.271Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "confidence_reason": "Score evidence is strong enough for shortlist ranking when paired with current metadata.",
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    "project.topics",
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  "last_verified_at": "2026-07-06T16:00:11.271Z",
  "links": {
    "page": "/score/containers/kubernetes-mcp-server",
    "project_api": "/api/project/containers/kubernetes-mcp-server",
    "graph_api": "/api/graph/containers/kubernetes-mcp-server",
    "alternatives_api": "/api/alternatives/containers/kubernetes-mcp-server",
    "compare_api": "/api/compare?repos=containers/kubernetes-mcp-server",
    "recommendations_api": "/api/recommend?category=mcp_server&limit=5"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 798,
    "generated_at": "2026-07-06T21:32:38.171Z",
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}