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    • F
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      C
      maintenance
      A production-ready MCP server providing 8 tools for file operations, shell command execution, web search and fetching, plus AI-powered code review and text summarization, with built-in security controls.
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    TDQS

    C2.2/5.0

    Scored across 11 tools

    Disambiguation2/5

    There are near-duplicate pairs: watch_media and media_downloader_watch have essentially identical descriptions, and download_media overlaps with media_downloader_download_video/download_all. The two progress tools (set_progress_callback, progress_hook) are internal callbacks with no distinguishing description, so an agent cannot tell which to call or when.

    Naming Consistency2/5

    Names mix a `media_downloader_` prefix (set_progress_callback, download_all, open_file, watch) with bare snake_case (download_media, watch_media, build_watch_skill), and equivalent actions appear under both conventions. Several delegated names are also opaque stubs ('Invoke the download_all operation') that don't follow the descriptive verb_noun style of the others.

    Tool Count3/5

    11 tools is a reasonable count for the domain, but several slots are wasted on duplicated or internal-only operations (watch vs watch_media, download_all/download_video, progress_hook, open_file). Trimming the redundant entries would leave a tighter, clearer core.

    Completeness3/5

    The core loop is covered: list skills, download, watch, build/append skill, plus channel video discovery. However there is no way to delete or remove a skill, no way to inspect a stored skill's contents, and progress/callback plumbing is exposed as tools rather than handled internally.

    Maintenance

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