{
  "project": {
    "project_id": "nduckmink/arkon",
    "repo": "nduckmink/arkon",
    "name": "arkon",
    "description": "Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.",
    "category": [
      "mcp_server"
    ],
    "language": "Python",
    "license": "NOASSERTION"
  },
  "project_id": "nduckmink/arkon",
  "score": 76,
  "git_top_score": 76,
  "quality_score": 28,
  "agent_score": 62,
  "git_top_score_breakdown": {
    "community": 79,
    "maintenance": 34,
    "documentation": 84,
    "stability": 85,
    "adoption": 92,
    "agent_readability": 90
  },
  "dimensions": [
    {
      "key": "community",
      "label": "Community",
      "score": 79,
      "weight": 16,
      "contribution": 12.6,
      "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 2."
    },
    {
      "key": "maintenance",
      "label": "Maintenance",
      "score": 34,
      "weight": 20,
      "contribution": 6.8,
      "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": 85,
      "weight": 16,
      "contribution": 13.6,
      "explanation": "Stability reflects release cadence, issue load, recent activity, and maturity signals."
    },
    {
      "key": "adoption",
      "label": "Adoption",
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      "weight": 16,
      "contribution": 14.7,
      "explanation": "Adoption is normalized from stars, forks, and ecosystem attention signals."
    },
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      "key": "agent_readability",
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      "weight": 16,
      "contribution": 14.4,
      "explanation": "Agent readability reflects summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity."
    }
  ],
  "summary": "nduckmink/arkon scores 76/100. Adoption is strongest at 92/100; Maintenance is the lowest dimension at 34/100.",
  "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 34/100.",
    "Recent star movement is estimated rather than fully observed.",
    "Known caveat: users expecting a single installable runtime or library"
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    "level": "high",
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    "reasons": [
      "All score evidence checks are strong."
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      {
        "signal": "Classification evidence",
        "status": "strong",
        "description": "3/4 classification signals are high-confidence."
      },
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        "signal": "Quality signal completeness",
        "status": "strong",
        "description": "3 quality signals are complete or snapshot-backed."
      },
      {
        "signal": "Deployment clarity",
        "status": "strong",
        "description": "3 deployment targets are indexed."
      },
      {
        "signal": "Agent-readable context",
        "status": "strong",
        "description": "3 use cases and 3 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/nduckmink/arkon",
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      "label": "Inspect graph",
      "href": "/graph/nduckmink/arkon",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/nduckmink/arkon",
      "kind": "alternatives"
    },
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      "label": "Compare shortlist",
      "href": "/api/compare?repos=nduckmink/arkon",
      "kind": "compare"
    },
    {
      "label": "Get category recommendations",
      "href": "/api/recommend?category=mcp_server&limit=5",
      "kind": "recommend"
    }
  ],
  "strongest_dimension": {
    "key": "adoption",
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    "score": 92,
    "weight": 16,
    "contribution": 14.7,
    "explanation": "Adoption is normalized from stars, forks, and ecosystem attention signals."
  },
  "weakest_dimension": {
    "key": "maintenance",
    "label": "Maintenance",
    "score": 34,
    "weight": 20,
    "contribution": 6.8,
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    "quality_score": 28,
    "agent_score": 62,
    "agent_score_breakdown": {
      "documentation": 90,
      "maintenance": 32,
      "deployment": 80,
      "popularity": 62,
      "community": 47
    }
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  "evidence": {
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      "local",
      "cloud"
    ],
    "dependencies": [
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      "Vector database",
      "LLM provider"
    ],
    "use_cases": [
      "discover related AI projects",
      "compare implementation patterns",
      "bootstrap project selection"
    ],
    "not_good_for": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation"
    ],
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      "recent_commits": 0,
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      "issue_response_time_hours": null,
      "release_frequency_180d": 14
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      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
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        "evidence": [
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          "Matched \"mcp server\" in metadata.",
          "Matched \"mcp\" in metadata."
        ]
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      "deployment": {
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        "evidence": [
          "Found Docker configuration file.",
          "Local usage is assumed for open source repositories unless contradicted."
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      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
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      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python, gpu, postgres.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
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      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta.",
      "Collection/resource hub; not a single installable runtime."
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    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
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    "Partial or estimated quality signals: stars30dDelta.",
    "Collection/resource hub; not a single installable runtime."
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    "source": "d1",
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    "snapshot_id": "d1:1204:2026-08-27T16:01:00.566Z",
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