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AI Square Documentation MCP Server

by omkute101
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Python
Hybrid

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    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 11 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, especially the category-specific searches (search_guides, search_troubleshooting, search_api). However, find_examples and search_code both operate on code content, which could cause misselection without careful description reading.

    Naming Consistency4/5

    The majority of tools follow a consistent verb_noun pattern (list_categories, search_docs, get_page). Minor deviations include related_pages (adjective_noun) and server_status (noun_noun), which break the pattern slightly.

    Tool Count5/5

    With 11 tools, the set is well-scoped for a documentation server. Each tool addresses a distinct need, from search to retrieval to metadata, without unnecessary duplication or overwhelming count.

    Completeness4/5

    The tool surface covers core documentation workflows: searching across categories, retrieving pages, finding related content, and checking server status. A minor gap is the lack of a direct 'list all pages' tool, but search_docs and related_pages can compensate.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources