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Sidearm MCP Server

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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

    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

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