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paperqa-mcp-server

by menyoung
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Python

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    TDQS

    A4.3/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have completely distinct purposes with no overlap: index_status is for health/status monitoring of the indexing system, while paper_qa is for querying and synthesizing content across papers. Their descriptions clearly differentiate diagnostic vs. query functionality.

    Naming Consistency5/5

    Both tools follow a consistent snake_case naming pattern with clear verb_noun structure: index_status (verb: check/status, noun: index) and paper_qa (verb: query/answer, noun: paper). The naming is predictable and readable throughout.

    Tool Count2/5

    With only 2 tools, the server feels severely under-scoped for a paper query and synthesis domain. A typical paper/library server would need at least basic CRUD operations for papers, search filtering, or metadata management, but here the surface is minimal and relies heavily on external Zotero tools.

    Completeness2/5

    The toolset is incomplete for the apparent domain of paper querying and synthesis. There are no tools for managing papers (add/remove), browsing the library, filtering searches, or handling indexing beyond status checks. The server delegates core functionality to Zotero tools, creating significant gaps for agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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