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Gemini Image Studio MCP server

by udhaykumarbala·io.github.udhaykumarbala/gemini-image-studio·v1.0.2·1 stars

AI image generation and editing with Google Gemini. Structured JSON editing.

B72/100grade B
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Safety scan
B72/100

full report

Adoption
New

1 stars69 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Gemini Image Studio tools (5, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • decompose_image

    Analyze an image and return a structured JSON blueprint of all visual components. Use this as the first step before editing an image with JSON changes.

  • edit_image

    Edit an existing image using structured JSON changes (dot-notation paths) or natural language instructions. For JSON edits, run decompose_image first to get the blueprint.

  • generate_imagewrite action

    Create a new image from text prompt, JSON prompt, or both. Supports presets for common asset types (ads, web, social).

  • get_presets

    List available asset presets with dimensions, tips, and conventions for ads, web pages, and social media.

  • list_generated

    Browse and search previously generated images in the output directory, with optional metadata and blueprints.

Public scan report

scanner v0.1.10 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan29 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 176 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 72/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Gemini Image Studio compares

Against every graded Media MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
72/100
higher than 40% of 1,337 Media servers
Tools
5
the typical Media server has 7
Tools that change things
20%
typical: 5%. Fewer write tools means less an agent can break
GitHub stars
1
more than 55% of 711 Media servers
Downloads a week
69
more than 55% of 358 Media servers with a package

What its tools let an agent do: 3 read · 1 create · 1 change

Install Gemini Image Studio in Claude Code, Cursor or VS Code

Runs npx -y gemini-image-studio-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add gemini-image-studio -- npx -y gemini-image-studio-mcp
Add to Cursor

What the publisher says

From the Gemini Image Studio repository's README, as published. We do not edit it. Read it on GitHub

gemini-image-studio-mcp

MCP server for AI image generation and editing with Google Gemini. Create web assets, ad creatives, and brand visuals — with structured JSON editing for precise, repeatable control.

What Makes This Different

Most Gemini image MCP servers are basic text-to-image wrappers. This one adds a structured editing pipeline:

  1. Generate an image from text or JSON prompts
  2. Decompose it into a structured JSON blueprint (every visual component mapped)
  3. Edit by changing specific fields — subject[0].hair.color: "platinum_blonde" — and regenerating

This means precise, isolated changes without affecting the rest of the image. Change a hair color without touching the background. Swap clothing without altering the pose. All through dot-notation JSON paths.

Features

  • 5 MCP Tools — generate, decompose, edit, presets, list
  • Structured JSON Editing — decompose images into blueprints, edit specific fields with dot-notation
  • Natural Language Editing — or just describe the change in plain English
  • 10 Built-in Presets — Facebook ads, Instagram stories, hero images, OG images, YouTube thumbnails, and more
  • Reference Image Support — up to 14 reference images for character/object consistency
  • Dual Model Support — Gemini 3.1 Flash (fast) or Gemini 3 Pro (best quality)
  • Blueprint Caching — decomposed blueprints cached alongside images for instant re-edits
  • Google Search Grounding — real-world accuracy via web search
  • Smart Error Handling — retry on rate limits, clear safety block messages, file size warnings

Quick Start

1. Get a Gemini API Key

Get one free at Google AI Studio.

2. Install

npm install -g gemini-image-studio-mcp

3. Add to Claude Code

claude mcp add gemini-image-studio-mcp -e GEMINI_API_KEY=your-key-here -- gemini-image-studio-mcp

Or add to your project's .claude/mcp.json:

{
  "mcpServers": {
    "gemini-image-studio-mcp": {
      "command": "npx",
      "args": ["-y", "gemini-image-studio-mcp"],
      "env": {
        "GEMINI_API_KEY": "your-key-here"
      }
    }
  }
}

4. Use It

Ask Claude to generate images:

"Create a Facebook ad for a coffee shop with warm lighting"

"Generate a hero image for a tech startup landing page"

"Edit the hero image — change the background to a sunset beach"

Tools

generate_image

Create a new image from text or structured JSON prompts.

decompose_image

Analyze an image into a structured JSON blueprint — the first step of the edit workflow.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Gemini Image Studio: common questions

Is Gemini Image Studio MCP server safe?
Mostly: it is graded B (72/100). Read the Gemini Image Studio safety report
How do I install Gemini Image Studio?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Gemini Image Studio need an API key?
Yes. The registry entry asks for GEMINI_API_KEY.
Is Gemini Image Studio maintained?
The last commit was 212 days ago (2026-04-04). The latest release is v1.0.2.
What can I use instead of Gemini Image Studio?
Servers from other publishers that do the same job: Midjourney MCP server, Nanobanana MCP server and SuperCMO MCP server.
How does Gemini Image Studio compare with other Media MCP servers?
safety score 72/100 (higher than 40% of 1,337 Media servers); tools 5 (the typical Media server has 7); tools that change things 20% (typical: 5%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Gemini Image Studio

Same job from other publishers: the closest match first, then the best rated.

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    A
  • Nanobanana
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  • SuperCMO
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