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Paper Distill MCP Server

by Eclipse-Cj
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Python
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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

    A3.7/5.0

    Scored across 19 tools

    Disambiguation4/5

    Most tools have distinct purposes, but 'collect' and 'collect_to_zotero' overlap in adding papers to Zotero. Descriptions help differentiate, but an agent might still misselect.

    Naming Consistency4/5

    Tool names mostly follow a verb_noun pattern (e.g., add_topic, search_papers), but a few are single verbs (collect, configure) or have longer phrases (load_session_context). Still readable and predictable.

    Tool Count5/5

    19 tools cover a complex research pipeline (search, review, collection, push) without being excessive. Each tool serves a clear step in the workflow.

    Completeness5/5

    The tool surface covers the full lifecycle: setup, session management, topic management, paper search, pool management, review, summarization, Zotero collection, and messaging push. No obvious gaps for the stated purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources