CVAT MCP

Item: CVAT MCP
Rating: 43
Author: M8ven

Enables natural language interaction with CVAT (Computer Vision Annotation Tool) for task management, project operations, and annotation handling via the CVAT REST API.

→ jangjs1216/CVAT-MCP · 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.

🔐

You'll be asked for 1 credential: CVAT_AUTH_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

configCVAT_AUTH_SCHEME— "": "Bearer"

🔐 secretCVAT_AUTH_TOKEN— $env:="your_pat"

configCVAT_BASE_URL— $env:="http://localhost:8080"

configCVAT_GENERATED_TOOLS_PATH— "": "generated/cvat-tools.json"

configCVAT_ORGANIZATION

configCVAT_SCHEMA_SOURCE

// 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 1 concrete improvement 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/jangjs1216-cvat-mcp-19ro2v)](https://m8ven.ai/mcp/jangjs1216-cvat-mcp-19ro2v)

commit: c1b3ce7461598a9f96edbfe7819e79e8732623b3

code hash: 485fd503856306309948f66b8688862d51278f05f13c76525a18222fd69ee7fe

verified: 7/27/2026, 10:32:10 AM

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