{
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        "expose APIs through MCP"
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    {
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  "winner": "affaan-m/ECC",
  "reasoning": "affaan-m/ECC has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "affaan-m/ECC leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
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        "Useful baseline candidate for comparison."
      ],
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        "Maintenance score is 40/100."
      ],
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    },
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        "Leads this comparison context.",
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        "Strong quality score at 84/100."
      ],
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      "next_step": "Inspect score and graph before adopting."
    },
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      "repo": "ModelEngine-Group/nexent",
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        "Strong agent score at 85/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "superset-sh/superset",
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        "Strong agent score at 85/100."
      ],
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      "label": "Inspect graph",
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      "label": "Find alternatives",
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    },
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      "label": "Explain score",
      "href": "/score/affaan-m/ECC",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "ctxr-dev/llm-wiki-memory",
    "affaan-m/ECC",
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    {
      "requested_id": "ctxr-dev/llm-wiki-memory",
      "resolved_id": "ctxr-dev/llm-wiki-memory",
      "resolution": "direct"
    },
    {
      "requested_id": "affaan-m/ECC",
      "resolved_id": "affaan-m/ECC",
      "resolution": "direct"
    },
    {
      "requested_id": "ModelEngine-Group/nexent",
      "resolved_id": "ModelEngine-Group/nexent",
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    },
    {
      "requested_id": "superset-sh/superset",
      "resolved_id": "superset-sh/superset",
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    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 952,
    "generated_at": "2026-07-16T03:22:10.337Z",
    "snapshot_id": "d1:952:2026-07-16T03:01:00.399Z",
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