F
licenseNot graded
qualityA
maintenanceEnables comprehensive access to academic paper data, author information, and citation networks through the Semantic Scholar API, including search, batch retrieval, citation analysis, and recommendations.
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Semantic Scholar MCP Server
by zongmin-yu
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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
ResponsivenessUnresponsive