semanticscholar-mcp
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TDQS
Scored across 9 tools
Each tool targets a distinct resource or operation: authors vs. papers, search vs. retrieval, citations vs. references. The only bulk operation (batch_get_papers) is clearly a convenience variant of get_paper, not an ambiguous alternative.
All tools follow the verb_noun pattern with snake_case (get_, search_, batch_get_). The naming is consistent and predictable, with entity types and actions clearly reflected in the command.
Nine tools is appropriately scoped for a scholarly search and retrieval server. Each tool addresses a distinct need without redundancy or bloat.
The tool surface covers the core read-only academic workflows: searching authors and papers, retrieving details, listing an author's papers, finding citations and references, getting recommendations, and batch retrieval. There are no obvious missing operations for this domain.