Watch Video runs on your own machine — the client starts it, so there is no endpoint to ping. 681 installs a week from pypi. Last commit 31 Oct 2026.
Let an AI watch a video: timestamped transcript, scene-selected keyframes and exact frames. Local.
We read the source, 14 h 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.
sheets = fr.contact_sheets(kf, os.path.join(v.dir, f"sheets_{max_frames}"))
r = subprocess.run(cmd, capture_output=True, timeout=1800)
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.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add watch-video -- uvx watch-video-mcp
{
"mcpServers": {
"watch-video": {
"command": "uvx",
"args": [
"watch-video-mcp"
]
}
}
}
[mcp_servers.watch-video]
command = "uvx"
args = ["watch-video-mcp"]
{
"mcpServers": {
"watch-video": {
"command": "uvx",
"args": [
"watch-video-mcp"
]
}
}
}
{
"servers": {
"watch-video": {
"type": "stdio",
"command": "uvx",
"args": [
"watch-video-mcp"
]
}
}
}
Local videos or YouTube/Bilibili URLs -> timestamped transcript, keyframes, contact sheets. Offline.
Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search
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Extract YouTube transcripts, search what was said, and read on-screen frames with cited timestamps.
Answers built from our own checks of this server.