{
  "focus": "piotr-agier/google-drive-mcp",
  "project": {
    "repo": "piotr-agier/google-drive-mcp",
    "name": "google-drive-mcp",
    "description": "A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.",
    "maintainer": "piotr-agier",
    "license": "MIT",
    "language": "TypeScript",
    "recent_activity": "active_last_week"
  },
  "summary": "piotr-agier/google-drive-mcp graph connects 4 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.",
  "next_actions": [
    {
      "label": "Open project knowledge",
      "href": "/projects/piotr-agier/google-drive-mcp",
      "kind": "project"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/piotr-agier/google-drive-mcp",
      "kind": "alternatives"
    },
    {
      "label": "Explore related projects",
      "href": "/api/related/piotr-agier/google-drive-mcp",
      "kind": "related"
    },
    {
      "label": "Explain score",
      "href": "/score/piotr-agier/google-drive-mcp",
      "kind": "score"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=piotr-agier/google-drive-mcp",
      "kind": "compare"
    }
  ],
  "graph_stats": {
    "node_count": 158,
    "edge_count": 388,
    "project_count": 117,
    "relationship_counts": {
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      "related": 72,
      "category": 24,
      "deployment": 86,
      "use_case": 72,
      "dependency": 38
    }
  },
  "relationship_groups": {
    "alternatives": [
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "upstash/context7",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "activepieces/activepieces",
        "reason": "Same mcp server intent with mcp overlap."
      },
      {
        "repo": "apify/apify-mcp-server",
        "reason": "Same mcp server intent with mcp overlap."
      }
    ],
    "related": [
      {
        "repo": "googleapis/mcp-toolbox",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "apify/apify-mcp-server",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "ChiR24/Unreal_mcp",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "mongodb-js/mongodb-mcp-server",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "heymrun/heym",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "mozilla/firefox-devtools-mcp",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "1mcp-app/agent",
        "reason": "Shared mcp server category and docker deployment context."
      },
      {
        "repo": "achiya-automation/safari-mcp",
        "reason": "Shared mcp server category and docker deployment context."
      }
    ],
    "dependencies": [
      "MCP"
    ],
    "deployment_targets": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "use_cases": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations"
    ]
  },
  "evidence": {
    "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",
      "graph.nodes",
      "graph.edges",
      "graph.relationship_groups"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "piotr-agier/google-drive-mcp graph is grounded in indexed alternatives, related projects, deployments, dependencies, and use cases.",
    "last_verified_at": "2026-07-09T22:00:35.010Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "confidence_reason": "piotr-agier/google-drive-mcp graph is grounded in indexed alternatives, related projects, deployments, dependencies, and use cases.",
  "source_fields": [
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    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "graph.nodes",
    "graph.edges",
    "graph.relationship_groups"
  ],
  "last_verified_at": "2026-07-09T22:00:35.010Z",
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      "repo": "piotr-agier/google-drive-mcp"
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    {
      "source": "github/spec-kit",
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    {
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    {
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      "weight": 100
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    {
      "source": "superset-sh/superset",
      "target": "1jehuang/jcode",
      "kind": "alternative",
      "reason": "Same mcp server intent with coding_agent, mcp overlap.",
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    {
      "source": "superset-sh/superset",
      "target": "cobusgreyling/loop-engineering",
      "kind": "alternative",
      "reason": "Same mcp server intent with coding_agent, mcp, workflow overlap.",
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    {
      "source": "superset-sh/superset",
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      "source": "superset-sh/superset",
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      "source": "BerriAI/litellm",
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      "reason": "Same mcp server intent with mcp, llm_gateway overlap.",
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    {
      "source": "BerriAI/litellm",
      "target": "ax128/AegisGate",
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      "weight": 100
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    {
      "source": "BerriAI/litellm",
      "target": "Portkey-AI/gateway",
      "kind": "alternative",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap.",
      "weight": 100
    },
    {
      "source": "BerriAI/litellm",
      "target": "gefsikatsinelou/MetaSearchMCP",
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      "reason": "Same mcp server intent with mcp, llm_gateway overlap.",
      "weight": 100
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    {
      "source": "BerriAI/litellm",
      "target": "Portkey-AI/gateway",
      "kind": "related",
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    {
      "source": "BerriAI/litellm",
      "target": "danny-avila/LibreChat",
      "kind": "related",
      "reason": "Shared mcp server category and docker deployment context.",
      "weight": 82
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    {
      "source": "BerriAI/litellm",
      "target": "1jehuang/jcode",
      "kind": "related",
      "reason": "Shared mcp server category and library_only deployment context.",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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      "source": "QuantumNous/new-api",
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    {
      "source": "QuantumNous/new-api",
      "target": "deepset-ai/haystack",
      "kind": "related",
      "reason": "Shared rag framework category and docker deployment context.",
      "weight": 82
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