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Sidearm MCP Server

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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

    A3.9/5.0

    Scored across 16 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, such as detect_ai for AI detection, protect_media for protection, and search_media for similarity searches. However, there is some overlap between detect_fingerprint and search_media, as both perform fingerprint matching with similar tier options, which could cause confusion in tool selection.

    Naming Consistency5/5

    All tool names follow a consistent snake_case pattern with clear verb_noun structures, such as check_job, delete_media, and list_algorithms. The naming is predictable and readable throughout the set, with no deviations in style or convention.

    Tool Count4/5

    With 16 tools, the count is slightly high but reasonable for a media protection and detection platform, covering a broad domain including registration, protection, detection, search, and management. It might feel a bit heavy, but each tool appears to serve a specific function without obvious redundancy.

    Completeness5/5

    The tool set provides comprehensive coverage for media management, including CRUD operations (register, get, update, delete), detection (AI, fingerprint, membership), protection (run_algorithm, protect_media), search, and billing. There are no apparent gaps, and the tools support full lifecycle management from registration to deletion.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources