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      Enables AI assistants to interact with Docker containers through safe, permission-controlled access to inspect, manage, and diagnose containers, images, and compose services with built-in timeouts and AI-powered analysis.
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    TDQS

    C2.4/5.0

    Scored across 99 tools

    Disambiguation4/5

    Tools are mostly separated by dpanel_<domain>_<action>, and descriptions make the intended operation clear. A few pairs still overlap, such as compose_create vs compose_deploy, image_tag_sync vs image_tag_push_batch, and container_upgrade_list/check/upgrade, so some care is needed during selection.

    Naming Consistency4/5

    All names use the dpanel_ prefix and snake_case, with a predictable domain-action pattern. Minor deviations exist, including noun-only names like system_info and container_status, and varied action placement like get_from_uri, but there is no chaotic convention mixing.

    Tool Count1/5

    99 tools far exceeds the 50+ extreme-mismatch threshold for an MCP tool set. Even for a broad Docker panel domain, this creates a very high selection and maintenance burden.

    Completeness3/5

    Coverage is broad across containers, compose, images, networks, volumes, files, cron, store, registry, system, and notices, including lifecycle, backup, and upgrade operations. However, common Docker operations like container logs and exec are absent, and settings/cron update operations are missing.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues