GIMP-MCP: Integrating GIMP with AI through Model Context Protocol

What is GIMP-MCP?

GIMP-MCP integrates the Model Context Protocol (MCP) into the GNU Image Manipulation Program (GIMP), enabling seamless interaction between GIMP and AI models. It is designed for users who want to harness advanced AI capabilities directly within GIMP for intelligent image editing and automation.

How to use GIMP-MCP?

Install prerequisites (GIMP 2.10+, Python 3.x), clone the MCP servers repository, install dependencies (pip install -r requirements.txt), and run the MCP server (python mcp_server.py). Place the gimp_mcp_plugin.py file into GIMP’s plugin directory, make it executable (Linux/macOS), and restart GIMP. Access AI tools under Filters > AI Tools (e.g., Remove Background, Inpaint Selection). Use human‑AI prompts like “Identify and select all objects” or “Apply Van Gogh’s Starry Night style.”

Key features of GIMP-MCP

• Connect GIMP with state‑of‑the‑art AI models.
• Automate repetitive image‑editing tasks.
• Context‑aware manipulations (object recognition, style transfer).
• AI‑powered background removal and inpainting.
• Predefined human‑AI interaction prompts.
• API commands for scripting (e.g., gimp_image_new, gimp_file_save).

Use cases of GIMP-MCP

• Automatically remove or replace backgrounds using AI.
• Fill missing or corrupted image regions with AI‑based inpainting.
• Apply artistic style transfers (e.g., Van Gogh’s Starry Night).
• Enhance image resolution and reduce noise intelligently.
• Identify and categorize objects within an image.

FAQ from GIMP-MCP

What are the prerequisites for installing GIMP-MCP?

GIMP 2.10 or later, Python 3.x, and basic knowledge of Python scripting and GIMP’s plugin architecture are required.

Where do I place the GIMP-MCP plugin file?

Copy gimp_mcp_plugin.py into GIMP’s plugin directory: ~/.config/GIMP/2.10/plug-ins/ (Linux), C:\Users\<username>\AppData\Roaming\GIMP\2.10\plug-ins\ (Windows), or ~/Library/Application Support/GIMP/2.10/plug-ins/ (macOS). Make it executable on Linux/macOS.

How do I run the MCP server for GIMP-MCP?

After cloning the MCP servers repository and installing dependencies, run python mcp_server.py in the servers directory to start the server that enables communication between GIMP and AI models.

What API commands are available in GIMP-MCP?

The README lists commands like gimp_image_new, gimp_layer_new, gimp_text_layer_new, gimp_file_load, gimp_file_save, gimp_edit_fill, gimp_context_set_foreground, and gimp_layer_set_offsets. See the GIMP Python API documentation for a full list.

How can I contribute to the GIMP-MCP project?

Fork the repository, create a feature branch, commit changes, push to your fork, and submit a pull request. The project is licensed under MIT.