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openpapers-mcp

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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 5 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose: searching, fetching metadata, locating OA PDFs, downloading, and a combined workflow. No overlap between tools.

    Naming Consistency5/5

    All tools use consistent verb_noun snake_case naming (e.g., search_papers, get_paper). 'research_topic' fits the pattern as a verb-like workflow.

    Tool Count5/5

    5 tools is appropriate for a focused academic papers server, covering essential operations without being too sparse or bloated.

    Completeness4/5

    Covers the core workflow (search, metadata, OA location, download) well. Minor gaps include lack of batch download or local library management, but the set is comprehensive for its purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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