Understand This Video For Me AI Plugin runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 3 Nov 2026.
Let your AI watch and hear a video: key frames, transcript and contact sheet, processed locally.
We read the source, 1 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
r = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Local videos or YouTube/Bilibili URLs -> timestamped transcript, keyframes, contact sheets. Offline.
Let an AI watch a video: timestamped transcript, scene-selected keyframes and exact frames. Local.
Hand any social video to your AI agent — frames + transcript bundled. MCP server for watch-cli.
Local video tools for AI agents: contact sheets, transcripts, cuts, loudness and sync checks.
Download any video from a URL, or get its transcript and key frames. All local, no API keys.
Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search
Local video evidence, transcripts, frames, comments and shared reading queues/history.
Analyze any video (local file or URL) into frames + transcript for Claude Code
Answers built from our own checks of this server.