Gemini MCP Server

Item: Gemini MCP Server
Rating: 73
Author: M8ven

Connects any MCP client to the Google Gemini API, providing tools for text generation, chat, vision analysis, embeddings, token counting, and model listing.

→ deepzhun/gemini-mcp-server · listed on glama

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// key findings

✅

6 tools verified — handlers match their declared behaviour

6 read-only tools verified — handlers contain no write/delete/exec

✅

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 2 credentials: GEMINI_API_KEY, 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.

🔐 secretGEMINI_API_KEY— export ="your-api-key" # Windows: setx GEMINI_API_KEY "your-api-key"

🔐 secretGOOGLE_API_KEY— The key is read from the GEMINI_API_KEY (or ) environment variable — never hard-code it.

// 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 1 concrete improvement 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/deepzhun-gemini-mcp-server-n2g7c3)](https://m8ven.ai/mcp/deepzhun-gemini-mcp-server-n2g7c3)

commit: 2abd04976a1510e8072e906afa85ccf26529059a

code hash: 5da07c90834a3d4b3f8e45ca0cfc9d9f914c69b13014599dc09cb7a1e78f3edd

verified: 7/14/2026, 8:36:58 AM

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