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ask-pb

by kyle-marks
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Python
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Alternatives to ask-pb

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    Related Servers

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    • The Librarian MCP Server

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    • evidence-rag

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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

    A4.1/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct step in the workflow: searching transcripts, retrieving evidence details, listing episodes, checking coverage, and reading passages. No two tools appear to serve the same purpose; descriptions clearly differentiate them.

    Naming Consistency5/5

    All tool names follow a consistent verb-object snake_case pattern (search_, get_, list_)) with clearly descriptive objects. The verbs are appropriate for the action, and no mixed conventions or vague generic names are present.

    Tool Count5/5

    Five tools is well within the ideal range for a focused read-only evidence retrieval server. Each tool covers a necessary part of the search-and-retrieval workflow without bloat or missing essentials.

    Completeness5/5

    The tool surface covers the full workflow: search across transcripts, fetch exact evidence, browse episode metadata, check indexing coverage, and read surrounding passages. No obvious dead ends or missing operations for the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources