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imnotdev25

paper-mcp

by imnotdev25
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Python
Remote

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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

    A4.2/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: metadata by DOI, metadata by title, forward citations, full text, PDF URL, and backward citations. The slight overlap between doi_get_metadata and paper_get_metadata is clarified by their different inputs (DOI vs title).

    Naming Consistency3/5

    Tool names are somewhat inconsistent: most use 'paper_get_' prefix, but one uses 'doi_get_' instead. While all are readable, the mix of prefixes and the inversion in 'doi_get_metadata' compared to 'paper_get_metadata' breaks the otherwise verb_noun pattern.

    Tool Count5/5

    With 6 tools, the server is well-scoped for its purpose. Each tool provides a distinct function without unnecessary bloat, and the count is within the ideal 3-15 range.

    Completeness4/5

    The tool set covers key operations for a paper metadata server: metadata retrieval (by title and DOI), full text, PDF URL, citations, and references. Minor gaps like search by author or keyword are absent, but the core workflow is supported.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

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