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Semantic Scholar MCP Server

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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables users to search and retrieve academic papers, inspect authors and their publications, explore citation networks and references, and obtain paper recommendations through the Semantic Scholar API.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables users to search academic papers, retrieve author profiles, explore citation and reference networks, and get paper recommendations via the Semantic Scholar API.
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    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables searching and retrieving academic paper metadata from Semantic Scholar, including paper details, citations, and author information.
      20
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables searching for academic papers, authors, and citation networks through the Semantic Scholar API. Supports full-text and title search, batch lookups, citation and reference tracking, author profiles, and paper recommendations.
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    TDQS

    A3.8/5.0

    Scored across 14 tools

    Disambiguation4/5

    Search-related tools (search_papers, bulk_search, snippet_search, match_paper) overlap in broad purpose, but descriptions explicitly cross-reference and delineate use cases; author and recommendation variants are also clearly separated. Minor potential confusion remains between search_papers and bulk_search, so not perfect.

    Naming Consistency3/5

    All names use the semantic_scholar_ prefix and snake_case, but suffix conventions mix verb_noun forms (search_papers, get_author) with noun phrases (recommendations, bulk_papers, paper_authors, author_batch, status). Word order is also inconsistent between bulk_search and search_papers, though names remain readable.

    Tool Count5/5

    Fourteen tools is well within a reasonable range for a broad academic-paper API, and each tool maps to a distinct operation or useful batch variant. The set does not feel bloated; core search, retrieval, author, recommendation, and export workflows each earn their place.

    Completeness4/5

    The surface covers core read-only Semantic Scholar workflows: relevance search, bulk search, snippet search, title matching, paper detail and bulk retrieval, author search/profile/batch/paper authors, recommendations, citation export, and health status. Minor gaps include BibTeX-only citation export and no standalone citation/reference graph tool, though get_paper can include those lists.

    Maintenance

    ActivityActive
    ResponsivenessResponsive