nvidia-vision-mcp

Enables AI models to read local images using NVIDIA vision models, supporting image description, text extraction, and custom analysis.

→ Juupeee/nvidia-vision-mcp · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

1 tool describes read intent but its handler mutates — describe_image (line 97: unlink(fullPath))

⚠️

Known vulnerabilities in dependencies: 2 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: NVIDIA_API_KEY

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.

🔐 secretNVIDIA_API_KEY— "": "your_nvidia_api_key"

configNVIDIA_MODEL— "": "meta/llama-4-maverick-17b-128e-instruct",

// 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/juupeee-nvidia-vision-mcp-1pagw6)](https://m8ven.ai/mcp/juupeee-nvidia-vision-mcp-1pagw6)

commit: ebf62061dd8d3296f103873d2d60ddd5296c14ae

code hash: 8f6f3cc0fedaa93788b354e5d43050075a5ca5c762c888ddde33cd660afb32b0

verified: 6/14/2026, 9:52:39 AM

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