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yt-mcp

by PakmanGames
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Python
Remote

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    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

    A3.8/5.0

    Scored across 5 tools

    Disambiguation4/5

    Tools are mostly distinct: ask_about_video and summarize_video both deal with content analysis but differ in question vs. summary. extract_frames and extract_screenshots have clear differences (given timestamps vs. AI-chosen moments). get_video_timestamps is a preview for extraction, reducing overlap. Minor confusion possible between ask_about_video and summarize_video.

    Naming Consistency4/5

    All tool names use verb_* pattern with snake_case (ask_about_video, extract_frames, etc.), which is consistent. Some verbs are compound (ask_about), but the pattern is predictable and clear.

    Tool Count5/5

    5 tools is appropriate for a YouTube MCP: they cover core operations (summarize, Q&A, frame extraction, screenshot extraction, timestamp preview). Not too few or too many.

    Completeness4/5

    The tool set covers main user needs: summarization, Q&A, and visual extraction with a preview step. Missing operations like searching videos or managing playlists, but those may be out of scope. The workflow from preview to extraction is well-supported.

    Maintenance

    ActivityInactive
    ResponsivenessSlow

    Resources