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NASA ADS MCP Server

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Python
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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

    Disambiguation5/5

    Every tool has a clearly distinct purpose with no ambiguity. For example, get_author_papers retrieves papers by author, while get_library_papers fetches papers from a user's library, and get_paper_details provides metadata for a specific paper. The descriptions clearly differentiate each tool's function, preventing misselection.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern, such as add_to_library, create_library, export_bibtex, and get_author_metrics. This uniformity makes the tool set predictable and easy to navigate, with no deviations in naming conventions.

    Tool Count5/5

    With 10 tools, the server is well-scoped for managing NASA ADS papers and libraries. Each tool serves a specific, necessary function, such as searching, retrieving details, managing libraries, and exporting data, without being overly sparse or bloated.

    Completeness5/5

    The tool set provides complete coverage for the domain of interacting with NASA ADS, including CRUD operations for libraries (create, list, add, get), paper retrieval (search, get details, get by author), and utilities (export, metrics). There are no obvious gaps that would hinder agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources