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glama

gemini-vision-mcp

MCP server for describing video, image, audio, and text using the Gemini 3.1 Flash Live API with persistent WebSocket sessions.

→ Niruchie/gemini-vision-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: GOOGLE_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.
configGEMINI_TPM_LIMIT— 4000000 Tokens per minute limit for auto-refresh
🔐 secretGOOGLE_API_KEY— Required. Your Google Gemini API key
configGEMINI_MODEL— gemini-3.1-flash-live-preview Gemini model to use (More models to be tested.)
configRATE_LIMIT_REQUESTS— 10 Max requests per rate window
configRATE_LIMIT_WINDOW_SECONDS— 60 Rate limit window in seconds
// 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 5 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/niruchie-gemini-vision-mcp-1zx8yo)](https://m8ven.ai/mcp/niruchie-gemini-vision-mcp-1zx8yo)
commit: 915503402b929f19216cabb5003005a76d078067
code hash: 6628852e18ed6a96b0c52e892633ada95e80d8bae99f8eed08ceef5e95884dc3
verified: 7/22/2026, 8:44:39 AM
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