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Research Notebook MCP

by Rushikeshiitb
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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 17 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose. Verbs like list, get, add, update, remove target specific resources (sources vs notes), and cite_url vs add_source are well-differentiated by their descriptions. No two tools appear to do the same thing.

    Naming Consistency5/5

    Consistent verb_noun pattern throughout (search, remove_source, export_bibtex, get_source, list_notes, add_quote, generate_outline, etc.). Minor variation for 'search' and 'notebook_stats' but still predictable and readable.

    Tool Count4/5

    17 tools is slightly heavy but appropriate for a research notebook's broad functionality (sources, notes, quotes, exports, outline generation). Each tool earns its place without excessive overlap.

    Completeness5/5

    Full CRUD lifecycle for sources and notes, plus specialized operations like cite_url, add_quote, exports, outline generation, and stats. No obvious gaps for the stated domain.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources