Vision MCP Server

Item: Vision MCP Server
Rating: 71
Author: M8ven

A Model Context Protocol server that provides multimodal vision tools such as image description, OCR, visual Q&A, and object detection, powered by any vision model via OpenRouter.

→ gerardodellan/vision-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.

✅

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: OPENROUTER_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.

🔐 secretOPENROUTER_API_KEY— export =sk-...

configVISION_MCP_MOCK— Then register it in your MCP client. Env: =1 runs without a key; VISION_MCP_MODEL picks the model.

configVISION_MCP_MODEL— Then register it in your MCP client. Env: VISION_MCP_MOCK=1 runs without a key; picks the model.

// 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 4 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/gerardodellan-vision-mcp-server-buc7j7)](https://m8ven.ai/mcp/gerardodellan-vision-mcp-server-buc7j7)

commit: d4a3867e4efc6de53325f8325dbd8e998e9b097b

code hash: 398e16c00c1744dc950e5ba5134eab72aeaf8dae8f38f41d4cd52fc68ebe5b96

verified: 7/9/2026, 10:04:57 AM

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