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papergraph-mcp

by MahmoudSedky147
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    C2.2/5.0

    Scored across 31 tools

    Disambiguation1/5

    Many tools have overlapping or near-identical functionality (e.g., workspace_add_local_paper vs load_paper, workspace_get_dependencies vs get_dependencies), making it difficult to choose the correct one.

    Naming Consistency1/5

    Naming is inconsistent: some tools use the workspace_ prefix, others don't; verbs vary between add, load, list, get, and where_used, and there are duplicate concepts with different names.

    Tool Count1/5

    31 tools is far beyond the typical well-scoped range, and the redundancy inflates the count unnecessarily, making the surface overwhelming and hard to navigate.

    Completeness2/5

    The tool set covers many reading and retrieval operations but lacks basic update/delete functionality, and the presence of duplicate operations suggests incomplete consolidation rather than comprehensive coverage.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources