MCP Image Recognition Server

Enables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.

→ glasses666/mcp-image-recognition-py · 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 2 credentials: GEMINI_API_KEY, OPENAI_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.

🔐 secretGEMINI_API_KEY— your_google_api_key

🔐 secretOPENAI_API_KEY— your_dashscope_api_key

configOPENAI_BASE_URL— "": "https://api.openai.com/v1",

configDEFAULT_MODEL— gemini-1.5-flash

// 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/glasses666-mcp-image-recognition-py-1pkp3p)](https://m8ven.ai/mcp/glasses666-mcp-image-recognition-py-1pkp3p)

commit: a16e2b57f860769fa6cd49a2259af85979bd89ed

code hash: c9b010331f2569644552b19f36dfbeb4118051949c8c39942d568328fd2883f4

verified: 6/15/2026, 3:12:42 PM

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