qwen-video-blaxel-mcp
Verified Safeby adamanz
Overview
An MCP server enabling AI agents like Claude to analyze videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel's H100 GPUs.
Installation
uv --directory /path/to/qwen-video-blaxel-mcp run server.pyEnvironment Variables
- BLAXEL_API_KEY
- BLAXEL_API_URL
- BLAXEL_MODEL
Security Notes
The server uses `subprocess.run` to execute `ffmpeg` for video frame extraction. While `ffmpeg` is a standard and generally robust tool, processing external video URLs with it can theoretically expose the system to vulnerabilities if a maliciously crafted video file exploits a flaw in `ffmpeg`. The code itself does not show immediate signs of code injection or hardcoded secrets, and API keys are loaded from environment variables. Network requests are handled by `httpx` with timeouts.
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