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paper-search-mcp

paper-search-mcp

by bbutlerau
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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    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

    ActivityInactive
    ResponsivenessNo issues

    Resources