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pvliesdonk

scholar-mcp

by pvliesdonk
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Python
Hybrid

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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

    A4.1/5.0

    Scored across 21 tools

    Disambiguation4/5

    Most tools have distinct purposes, but get_paper, get_citations, get_references, get_citation_graph, and find_bridge_papers all relate to paper retrieval and could be confused. Descriptions clarify the differences, but an agent might misselect.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern (e.g., get_paper, search_books, generate_citations), with no deviations.

    Tool Count3/5

    21 tools is on the high side for a scholarly server, though many are necessary for diverse upstreams and background job handling. It's borderline heavy but not unreasonable.

    Completeness4/5

    Covers paper, author, citation, book, and standards domains with CRUD-like operations and background job management. Minor gaps like no update or delete operations for records, but those aren't typical for read-focused scholarly APIs.

    Maintenance

    ActivityActive
    ResponsivenessResponsive

    Resources