Gemini Image MCP Server

Item: Gemini Image MCP Server
Rating: 60
Author: M8ven

Provides image generation, modification, and analysis capabilities using Google's Gemini API, enabling AI-powered image operations through natural language.

→ Pritish053/gemini-image-mcp · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

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.

// known CVEs in dependencies3 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.18.0GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.18.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.18.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// 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-gemini-api-key-here

configGEMINI_MODEL— (optional): Model to use (default: gemini-2.5-flash-image-preview)

configMAX_REQUESTS_PER_MINUTE— (optional): Rate limit (default: 10)

configSAFETY_LEVEL— (optional): Content safety level - LOW, MEDIUM, HIGH, BLOCK_NONE (default: MEDIUM)

// 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/pritish053-gemini-image-mcp-flp1rf)](https://m8ven.ai/mcp/pritish053-gemini-image-mcp-flp1rf)

commit: 7282964aa5ab63241370fcfa294f89e015a63b7b

code hash: 8be7a2e5423c58684f047731a89111edc0d73c1999ba02459749078a69078646

verified: 6/22/2026, 12:26:02 PM

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