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openai-cookbook

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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

    A4/5.0

    Scored across 4 tools

    Disambiguation4/5

    search_kg and find_exemplar both handle code-example lookups, which could cause misselection, but their descriptions clarify the distinction (general retrieval vs. canonical Jupyter-cell examples). get_doc and kg_stats are clearly separate.

    Naming Consistency4/5

    Three tools follow a verb_noun pattern (search_kg, get_doc, find_exemplar), but kg_stats is a noun phrase, a minor deviation. Style is otherwise consistent (lowercase underscores).

    Tool Count5/5

    Four tools fit the server's read-only knowledge-base purpose well: search, retrieve, specialized search, and stats. Each earns its place without redundancy or bloat.

    Completeness5/5

    The domain is querying the OpenAI Cookbook, and the core workflow (search, retrieve full content, find code examples) is fully covered. kg_stats adds useful corpus metadata, and no obvious dead ends remain.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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