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AI Tooling Detector MCP Server

by mambalabsdev
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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

    A4.5/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusing it with others. The tool's purpose is clearly defined and unique within the server.

    Naming Consistency5/5

    The single tool name follows a clear verb_noun pattern ('detect_ai_tooling'), which is consistent and descriptive. With one tool, naming consistency is trivially maintained.

    Tool Count3/5

    The server has only one tool, which feels thin for a comprehensive tool server but is appropriate for a narrowly focused utility. The count is on the low end of reasonable.

    Completeness5/5

    The tool covers the entire domain of AI tooling detection for a given domain, including maturity tiering, vendor detection, llms.txt validation, robots.txt policy, and evidence. No obvious gaps exist for the stated single-purpose scope.

    Maintenance

    ActivityMaintained
    ResponsivenessSlow

    Resources