semanticscholar-mcp
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TDQS
Scored across 14 tools
Each tool targets a distinct operation: search vs. retrieval vs. authors vs. references/citations. Even the search variants (search_papers, search_papers_bulk, match_paper_title, autocomplete_paper) are clearly differentiated by their descriptions—relevance ranking, bulk output, exact title match, and title completion.
All tools follow a consistent verb_noun pattern in snake_case (get_, search_, match_, autocomplete_). Plural/singular usage is logical (get_paper vs get_papers_batch) and the bulk suffix is uniformly applied.
14 tools is well within the ideal range for a scholarly data API. Each tool covers a meaningful aspect of paper and author retrieval, with bulk and single-item variants earning their place.
The tool surface covers the full read-only lifecycle: paper search, paper details, references, citations, author search, author details, author papers, and bulk operations. No obvious dead ends or missing operations for the stated domain.