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google-scholar-mcp

by dihannahdi
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    • Google Scholar MCP Server

      johnisanerd
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables searching Google Scholar for academic papers, citations, and author profiles, returning structured JSON results including titles, authors, citation counts, abstracts, and PDF links.
      1
      MIT

    • Google Scholar MCP Server

      docxmxm
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.
      MIT

    • semantic-scholar-mcp

      benhaotang
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables searching and retrieving academic paper metadata from Semantic Scholar, including paper details, citations, and author information.
      21
      MIT
    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 11 tools

    Disambiguation5/5

    Each tool serves a distinct purpose: basic and advanced search, author discovery, citation tracking, version retrieval, local storage management, and citation generation. Even closely related tools like search_publications and advanced_search are clearly differentiated by parameter scope.

    Naming Consistency4/5

    Most tool names follow a consistent verb_noun pattern (e.g., download_paper, search_author). The exception is advanced_search, which inverts the order (adjective+noun) rather than verb+noun. Overall, the pattern is predictable.

    Tool Count5/5

    With 11 tools, the surface is well-scoped for a Google Scholar integration. It covers searching, author profiles, citation and related article discovery, local library management, and citation generation without being overwhelming.

    Completeness4/5

    The tool set covers the core academic research workflow comprehensively: search, retrieve, store, and cite. Minor gaps exist, such as the absence of bulk export or collaboration features, but these do not hinder basic usage.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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