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video-mcp

by neelsatyavolu
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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

    A4/5.0

    Scored across 9 tools

    Disambiguation4/5

    Each tool has a clear primary role: analyze for full pipeline, transcribe for speech, ocr for text, frames for visuals, info for metadata, search for locating moments, and deps for setup. The only overlap is video_analyze, which combines several primitives, but its description explicitly directs when to use it, so agents should not be misled.

    Naming Consistency4/5

    All tools share the video_ prefix and use lowercase, underscore-separated action-oriented names such as video_extract_frames and video_get_frame_burst. The main deviation is video_info, which uses a noun rather than a verb, but the pattern is otherwise consistent.

    Tool Count5/5

    Nine tools is well-scoped for a video-processing MCP server. Each tool covers a distinct part of the video-understanding workflow, from dependency checking and metadata probing to transcription, OCR, frame extraction, and combined analysis, without unnecessary bloat.

    Completeness5/5

    The surface covers all major video analysis needs: metadata, transcripts, searching, frame extraction, OCR, and a one-shot summary. There are no obvious dead ends—dependencies are checked, and tools are designed to feed into each other (e.g., transcript timestamps to video_get_frame).

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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