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YouTube Insights MCP Server

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    TDQS

    B3.1/5.0

    Scored across 3 tools

    Disambiguation2/5

    The tools have overlapping purposes, as get_youtube_insights includes metadata and transcript, making it ambiguous when to choose get_youtube_metadata or get_youtube_transcript instead. This overlap can lead to misselection, as agents might use the comprehensive tool unnecessarily or struggle to pick the right specialized one.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with 'get_youtube_' prefix, using snake_case uniformly. This predictability makes it easy for agents to understand and navigate the tool set without confusion.

    Tool Count3/5

    With only 3 tools, the set feels thin for a 'YouTube Insights' server, as it lacks operations like search, list, or update capabilities that might be expected for broader video analysis. However, it covers basic retrieval functions, making it borderline appropriate but limited in scope.

    Completeness2/5

    There are significant gaps in the tool surface for a YouTube insights domain, such as no search tools for finding videos, no playlist or channel operations, and no update or deletion capabilities. The tools only provide read-only access to individual videos, which is insufficient for comprehensive insights workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues