Qwen Video Understanding MCP Server

Item: Qwen Video Understanding MCP Server
Rating: 67
Author: M8ven

Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.

→ adamanz/qwen-video-mcp-server · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configMODAL_WORKSPACE— "": "adam-31541",

configMODAL_APP— "": "qwen-video-understanding"

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/adamanz-qwen-video-mcp-server-1ixd21)](https://m8ven.ai/mcp/adamanz-qwen-video-mcp-server-1ixd21)

commit: 4eb23d237c431c67994320e13717224838a4f732

code hash: 2ce330f179248fbcff618d8fef0ceeafa57f1a207bd7c3dc748f956887f72d86

verified: 6/17/2026, 12:45:30 PM

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