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semantic-scholar-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

    A3.9/5.0

    Scored across 16 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose. Author tools (batch, get, papers, search) and paper tools (authors, autocomplete, batch, citations, get, match, references, search, bulk search, recommendations, snippet) are cleanly separated with no overlapping functionality.

    Naming Consistency5/5

    All tool names follow a consistent pattern: resource prefix (author_ or paper_) followed by a descriptive verb (e.g., get, search, batch). Exceptions like recommendations_for_paper and snippet_search still fit the overall style with underscores.

    Tool Count5/5

    16 tools is well-scoped for the academic paper and author domain. The set covers search, retrieval, batch operations, recommendations, and advanced features like snippet search without unnecessary bloat.

    Completeness5/5

    The tool set provides comprehensive coverage for the intended use case: author and paper retrieval, search (including bulk), recommendations, and citation exploration. Missing create/update/delete is appropriate for a read-only API, and no obvious gaps exist.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources