Semantic Scholar MCP Server
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TDQS
Scored across 11 tools
Every tool has a clearly distinct purpose with no ambiguity. Tools are organized around specific resources (papers, authors, citations) and actions (get, search, download), making it easy for an agent to select the right tool for each task without confusion.
All tools follow a consistent verb_noun pattern with perfect uniformity. The naming convention uses clear action prefixes (get_, search_, download_) followed by specific resource identifiers, creating a predictable and readable structure throughout the toolset.
With 11 tools, this server is well-scoped for academic research purposes. Each tool earns its place by covering distinct aspects of paper discovery, author information, citation analysis, and PDF access, providing comprehensive coverage without being overwhelming.
The toolset provides complete coverage for academic research workflows. It includes paper discovery (search_papers), detailed paper information (get_paper, get_paper_batch), citation analysis (get_paper_citations, get_paper_references, get_citation_context), author research (get_author, search_authors), and PDF access (get_paper_pdf_info, download_paper_pdf), with no obvious gaps in functionality.