gemini-image-mcp

MCP server that analyzes images with Google's Gemini vision models, allowing agents to describe or ask questions about images without bloating context.

→ AmyJeanes/gemini-image-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.

✅

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: GEMINI_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— yes — Your AI Studio key. Never commit it.

configGEMINI_MODEL— no gemini-flash-latest Use gemini-pro-latest for harder visual reasoning.

// 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 3 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/amyjeanes-gemini-image-mcp-iiapiz)](https://m8ven.ai/mcp/amyjeanes-gemini-image-mcp-iiapiz)

commit: 3429ecb32b1b844bb09eccfe027c53c7fd33f112

code hash: 9b66def4f460e0dbfa0acae4e7b597d2ba6703618b154ee38bbb216968f331b1

verified: 6/15/2026, 12:55:12 PM

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