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paper-search-mcp

by bbutlerau
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.2/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool targets a distinct combination of provider and action (search vs. get), with provider names clearly separating them. The only non-pair tool, get_open_access_pdf, has a unique purpose not covered by the others.

    Naming Consistency5/5

    Tool names follow a consistent verb_noun pattern: search_<provider> and get_<provider>_<record> for all four services. The single outlier, get_open_access_pdf, still uses the 'get_' verb style, maintaining overall predictability.

    Tool Count5/5

    Nine tools is well-scoped for a paper-search server, covering four major scholarly databases plus an OA PDF finder. Every tool provides a distinct, necessary capability without redundancy.

    Completeness5/5

    The domain is read-only scholarly search/retrieval, and the set covers the full lifecycle: search any provider, fetch detailed records, and obtain accessible full text. No obvious gaps or dead ends for the stated purpose.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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