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NASA ADS MCP Server

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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

    A3.7/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools clearly target distinct ADS resources or actions. Minor overlap exists between search_papers and get_author_papers, and between get_paper_details and get_paper_metrics, but the descriptions mostly clarify their different scopes.

    Naming Consistency5/5

    All tool names use consistent snake_case with a clear verb_noun pattern, such as search_papers, get_paper_details, list_libraries, and add_to_library. No mixed conventions or vague verb-only names appear.

    Tool Count5/5

    Ten tools is well-scoped for a NASA ADS server covering search, retrieval, metrics, export, and library management. Each tool has a plausible place in the set without excessive redundancy.

    Completeness4/5

    The paper search, details, metrics, BibTeX export, author lookup, and library creation/addition workflows are covered. Library management is incomplete because there are no tools to update, delete, or remove papers from libraries, but core research workflows remain usable.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources