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ckgerteis

semantic-scholar-mcp

by ckgerteis

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    TDQS

    A4.1/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool targets a distinct operation: paper search, single/batch lookup, citations/references, author search, author retrieval, author papers, and single/multi-seed recommendations. The only partial overlap between singles and batch or single/multi recommendations is clearly resolved by scope and descriptions.

    Naming Consistency4/5

    All tools share a consistent s2_ prefix and mostly follow an action_object pattern: search_papers, get_paper, get_author, recommend_single. Two names deviate slightly — s2_citations and s2_author_papers are noun phrases rather than imperative verbs — but the naming remains predictable and readable.

    Tool Count5/5

    Nine tools is a well-scoped size for a Semantic Scholar read-only API: search, retrieval, batch operations, authors, citations, and recommendations. Each tool adds a distinct capability without redundancy or bloat.

    Completeness5/5

    The set covers the main Semantic Scholar workflows: keyword search, ID lookup by multiple identifier types, batch resolution, citation/reference traversal, author discovery and author papers, plus both single- and multi-seed recommendations. For a read-only scholarly API there are no obvious dead ends or missing core endpoints.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues