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Alternatives to yt-analytics-mcp

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    Related Servers

    • A
      license
      A
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      B
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      An MCP server for intelligent YouTube video analysis that provides token-optimized summaries, sentiment analysis, and entity extraction from transcripts. It enables AI assistants to perform video reporting, channel monitoring, and comprehensive YouTube searches through structured data tools.
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    • A
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      An MCP server that enables users to retrieve YouTube transcripts and perform video or channel searches without requiring Google API keys. It supports transcript chunking and provides tools for detailed video content analysis and channel metadata extraction.
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    • F
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      Not graded
      quality
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      An MCP server that enables interaction with the YouTube Data API, allowing users to search videos, get video and channel details, analyze trends, and fetch video transcripts.
      -

    TDQS

    A3.9/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: analyzing a channel, comparing creators, retrieving cached analyses, listing them, and removing them. No overlap exists.

    Naming Consistency5/5

    All tools follow a consistent 'yt_verb_noun' pattern (e.g., yt_analyze_channel, yt_compare_creators), making the naming predictable and uniform.

    Tool Count5/5

    With 5 tools, the server is well-scoped for managing YouTube channel analyses. The count is appropriate for the domain without being excessive or insufficient.

    Completeness5/5

    The tool set covers the full lifecycle: create analysis, retrieve (list/get), update (compare dashboard), and delete. No obvious gaps for the intended purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues