video_
1 MCP server offers this tool
What it usually takes
prompt– in 1 of 1video_path– in 1 of 1
No server marks it as only reading: treat it as able to change data.
From each publisher's own tool list. We never call a tool.
Servers
| Server | Inputs | Read-only? |
|---|---|---|
Video Understanding MCP co.huggingface.asherchen/video-understanding-mcp Analyze and describe video content using Qwen3.5-0.8B. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: Concise text description or answer about the video. | prompt,video_path | Not stated |