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PaperMCP

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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

    A3.5/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct role in the workflow: recommend_platforms suggests sources, search_papers finds papers, download_paper retrieves files, and read_paper extracts content. There is no overlap or confusion between these tools.

    Naming Consistency5/5

    All tool names follow the verb_noun pattern with consistent snake_case formatting (recommend_platforms, search_papers, download_paper, read_paper). The naming is uniform and predictable.

    Tool Count5/5

    With only 4 tools, the set is tightly scoped and each tool addresses a necessary step in the paper search and reading pipeline. This is an appropriate size for the server's purpose.

    Completeness5/5

    The tool set covers the complete workflow from platform recommendation, to search, download, and reading. There are no obvious gaps in the core functionality a user would expect from a paper management server.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

    Resources