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youtube-gemini-mcp

by aigentive
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Python
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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

    B3.3/5.0

    Scored across 10 tools

    Disambiguation3/5

    The three analysis tools (analyze_local_video, analyze_video_in_session, analyze_youtube_video) have overlapping purposes, as the first and third can also work with sessions. Although descriptions clarify differences, an agent might struggle to select the correct tool without careful reading.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case, such as 'analyze_local_video', 'create_video_session', and 'list_active_sessions'. No mixing of conventions or irregular names.

    Tool Count5/5

    The server has 10 tools, which is well-scoped for its domain of video analysis and session management. Each tool serves a distinct purpose without unnecessary clutter.

    Completeness4/5

    The tool set covers core workflows: creating sessions, analyzing videos (local or YouTube), managing sessions, and utilities (validation, stats, guide). Minor gaps like lacking explicit update for sessions are mitigated by session lifecycle tools.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources