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PyPI version Python versions License: AGPL-3.0

PixelForge MCP

An MCP server for AI-powered image generation, editing, analysis, and transformation using Google's Gemini and Imagen 4 models.

Features

  • 21 MCP tools for image generation, editing, analysis, transformation, and more

  • 6 models including Gemini image models and Imagen 4 family

  • Quality presets (fast/balanced/quality) for simplified model selection

  • Parallel multi-image generation via asyncio.gather

  • Image transforms — crop, resize, rotate, flip, blur, sharpen, grayscale, watermark

  • Prompt template library — 24 curated templates across 10 categories

  • Generation history — full audit trail with search and pagination

  • Batch processing — generate up to 10 images in parallel

  • Optional Vertex AI — upscaling (x2/x4) and advanced editing modes

  • Thinking mode & grounding — extended reasoning and Google Search for analysis

  • 14 aspect ratios (including panoramic) and temperature control

  • Async-first architecture with full Pydantic validation

  • EXIF metadata embedding (prompt, model, timestamp)

Quick Start

Requirements: Python 3.10+ and a Google API key

Install

pipx install pixelforge-mcp

Configure

Claude Code

claude mcp add pixelforge --scope user -e GOOGLE_API_KEY="your-key" -- pixelforge-mcp

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "pixelforge": {
      "command": "pixelforge-mcp",
      "env": {
        "GOOGLE_API_KEY": "your-key"
      }
    }
  }
}

VS Code

code --add-mcp '{"name":"pixelforge","command":"pixelforge-mcp","env":{"GOOGLE_API_KEY":"your-key"}}'

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "pixelforge": {
      "command": "pixelforge-mcp",
      "env": {
        "GOOGLE_API_KEY": "your-key"
      }
    }
  }
}

Kiro

kiro-cli mcp add --name pixelforge --scope global --command pixelforge-mcp --env "GOOGLE_API_KEY=your-key"

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "pixelforge": {
      "command": "pixelforge-mcp",
      "env": {
        "GOOGLE_API_KEY": "your-key"
      }
    }
  }
}

Restart Claude Desktop after saving.

Use

Ask Claude to generate, edit, or analyze images — all 21 tools are available automatically.

Available Tools

Generation

Tool

Description

generate_image

Generate images from text (6 models, 14 aspect ratios, quality presets, parallel multi-image)

edit_image

Modify existing images with text prompts

remove_background

Remove image background (transparent or white)

transform_image

Crop, resize, rotate, flip, blur, sharpen, grayscale, or watermark

batch_generate

Generate up to 10 images in parallel from multiple prompts

Analysis

Tool

Description

analyze_image

AI-powered image description with optional grounding

extract_text

OCR — extract text with confidence levels

detect_objects

Detect objects with bounding boxes

compare_images

Compare 2-10 images for differences

Utility

Tool

Description

optimize_prompt

Enhance prompts for better image generation (14 styles)

estimate_cost

Calculate generation costs per model/operation

list_templates

Browse 24 curated prompt templates across 10 categories

apply_template

Fill a template with your subject for a ready-to-use prompt

list_available_models

Model capabilities, speed, quality, and selection guidance

get_server_info

Server configuration and status

History

Tool

Description

list_history

Browse generation history with pagination and filtering

get_generation_details

Get full details of a specific generation

Vertex AI (Optional)

Tool

Description

upscale_image

Upscale images x2 or x4 (requires Vertex AI)

advanced_edit

Inpainting, outpainting, background swap, style transfer (requires Vertex AI)

Model Selection

PixelForge supports per-request model switching with 6 models:

Gemini Models (via Gemini API)

Use case

Model

Why

Fast iterations

gemini-2.5-flash-image (default)

Cheapest, lowest latency

Panoramic & grounded

gemini-3.1-flash-image-preview

1:4/4:1/1:8/8:1, web+image grounding

Max text fidelity

gemini-3-pro-image-preview

~94% accuracy, complex multi-turn edits

Imagen 4 Models (via Gemini API)

Use case

Model

Why

Cost-effective batch

imagen-4.0-generate-001

$0.04/img, excellent quality

Cheapest generation

imagen-4.0-fast-generate-001

$0.02/img, fastest

Maximum quality

imagen-4.0-ultra-generate-001

$0.06/img, best output

Quality Presets

Instead of choosing a model manually, use quality presets:

generate_image(prompt="...", quality="fast")      # gemini-2.5-flash-image
generate_image(prompt="...", quality="balanced")   # gemini-3.1-flash-image-preview + 1K
generate_image(prompt="...", quality="quality")    # gemini-3-pro-image-preview + 2K

Vertex AI (Optional)

For advanced features like image upscaling and specialized editing modes:

  1. Set up a Google Cloud project with Vertex AI enabled

  2. Set the environment variable: GOOGLE_CLOUD_PROJECT=your-project-id

  3. Install the Vertex AI dependency: pip install pixelforge-mcp[vertex]

PixelForge auto-detects Vertex AI credentials and unlocks upscale_image and advanced_edit tools.

Supported Aspect Ratios

Ratio

Description

1:1

Square (default)

16:9

Widescreen landscape

9:16

Mobile portrait

2:3

Classic portrait

3:2

Classic landscape

3:4

Portrait

4:3

Traditional landscape

4:5

Instagram portrait

5:4

Medium format

21:9

Ultrawide

1:4

Tall panoramic*

4:1

Wide panoramic*

1:8

Extra tall panoramic*

8:1

Extra wide panoramic*

* Panoramic ratios require gemini-3.1-flash-image-preview model

Troubleshooting

"Invalid API key" or "Authentication failed"

Double-check your Google API key is correct and has access to the Gemini API. Get a key at Google AI Studio.

"Command not found: pixelforge-mcp"

Ensure the pipx bin directory is in your PATH:

export PATH="$HOME/.local/bin:$PATH"

"Server not starting"

Check that pixelforge-mcp is installed:

pipx list | grep pixelforge

Vertex AI features not available

Ensure GOOGLE_CLOUD_PROJECT is set and google-cloud-aiplatform is installed:

pip install pixelforge-mcp[vertex]

Documentation

Contributing

See CONTRIBUTING.md for development setup, code standards, and pull request guidelines.

License

AGPL-3.0

Acknowledgments

Built with FastMCP, Pydantic, and google-genai.

Author

Ahmed Al-Eryani @ Tehnolabs


PixelForge MCP - Forging pixels with AI

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
4dRelease cycle
13Releases (12mo)

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