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OpenPapers MCP

by Kaago
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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

    A4.4/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool serves a distinct function: searching, fetching metadata, locating OA PDFs, downloading, and a convenience workflow. Even though research_topic wraps search and OA status, its composite nature is clearly documented, leaving no ambiguity.

    Naming Consistency5/5

    Tool names follow a consistent verb_noun pattern in snake_case: search_papers, get_paper, find_oa_pdf, download_pdf, research_topic. The verbs are all distinct and aptly describe the action, making the set predictable and easy to navigate.

    Tool Count5/5

    Five tools is a well-scoped count for a paper retrieval server. Each tool earns its place, covering the essential discovery-to-download pipeline without unnecessary bloat or omissions.

    Completeness5/5

    The surface covers the full lifecycle for the domain: search, detailed metadata retrieval, OA PDF location, and local download. The research_topic workflow adds a convenient aggregation layer. No obvious dead ends or critical missing operations for the stated purpose.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

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