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Scored across 6 tools
Each tool has a clearly distinct purpose with no overlap: compare_papers analyzes multiple papers for contradictions, extract_claims processes individual paper content, find_research_gaps identifies gaps across papers, get_citations handles citation networks, get_paper_abstract retrieves single paper metadata, and search_papers finds papers by query. The descriptions clearly differentiate their functions, eliminating any ambiguity.
All tool names follow a consistent verb_noun pattern using snake_case: compare_papers, extract_claims, find_research_gaps, get_citations, get_paper_abstract, and search_papers. The verbs (compare, extract, find, get, search) are appropriate and distinct, creating a predictable and readable naming convention throughout the set.
With 6 tools, this server is well-scoped for academic research assistance. Each tool earns its place by covering essential research workflows: searching papers, retrieving abstracts, extracting claims, comparing papers, analyzing gaps, and exploring citations. This count is neither too sparse nor bloated, fitting the domain perfectly.
The tool set covers core research workflows comprehensively, including search, retrieval, analysis, and comparison. Minor gaps exist, such as no tools for saving/bookmarking papers or tracking research progress, but agents can work around these. The surface supports end-to-end research tasks without dead ends.