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zongmin-yu

Semantic Scholar MCP Server

by zongmin-yu
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Python
Remote

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    • Semantic Scholar MCP Server

      xiuyechen
      A
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      quality
      D
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      Enables searching academic papers, exploring citation graphs, and looking up authors from Semantic Scholar's database of 200M+ papers.
      4
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    • semanticscholar-mcp

      dam2452
      F
      license
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      C
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      Provides access to the Semantic Scholar Academic Graph API, enabling search and retrieval of papers, authors, citations, and related academic data.
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    • AI Research Assistant -

      hamid-vakilzadeh
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      quality
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      maintenance
      Enables comprehensive academic research through the Semantic Scholar API, including paper search, author discovery, citation network analysis, and full-text access from arXiv and Wiley sources.
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    • 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.
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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

    C2/5.0

    Scored across 16 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes targeting different aspects of the Semantic Scholar domain (authors vs. papers, details vs. search vs. recommendations). However, some potential overlap exists between paper_bulk_search, paper_relevance_search, and paper_title_search which could cause confusion about which search tool to use for specific queries.

    Naming Consistency5/5

    Excellent naming consistency with a clear pattern throughout. All tools follow a consistent [resource]_[action] structure (e.g., author_search, paper_details, paper_citations), with multi-word actions using underscores consistently (e.g., get_paper_recommendations_multi). No mixing of conventions or inconsistent verb styles.

    Tool Count4/5

    16 tools is reasonable for a comprehensive academic paper search and analysis server, though slightly on the higher side. The count feels appropriate for covering multiple aspects of the Semantic Scholar API (authors, papers, searches, recommendations, citations/references), though some consolidation might be possible.

    Completeness4/5

    The tool set provides excellent coverage of the Semantic Scholar domain with operations for both authors and papers, including search, details, recommendations, and citation analysis. Minor gaps might exist in update/delete operations (though likely not applicable to this read-only academic database) and potentially in filtering/sorting capabilities for search results.

    Maintenance

    ActivityInactive
    ResponsivenessResponsive

    Resources