image toolkit.com
image toolkit.com logo

Image Toolkit

Provides image manipulation capabilities through Gemini models and third-party APIs for generating images from text, mod...

Created byApr 23, 2025

PromptShopMCP

![](https://badge.mcpx.dev?type=server 'MCP Server')
English | [ ](README_ZH.md)
A powerful MCP (Model Context Protocol) server that transforms images using simple text commands. Edit photos like a professional designer - just describe what you want in natural language!

Demo

Original Image <img src="https://github.com/user-attachments/assets/a987b4c4-3bba-4a52-a2a8-9f088868d857" width="300"/>
Prompt: **add a coat to the dog** <img src="https://github.com/user-attachments/assets/6de3cdd1-a3b9-422b-95dd-12e2172f6f1d" width="300"/>
Prompt: **Add a hat to it** <img src="https://github.com/user-attachments/assets/047289ca-f3d0-4d16-acf7-09d5af641c68" width="300"/>

Features

  • **Image Generation**: Create images from text prompts using Google's Gemini models
  • **Image Modification**: Transform existing images based on text instructions
  • **Background Removal**: Remove backgrounds from images using the remove.bg API
  • **Image Hosting**: Share generated images via FreeImage.host
  • **Resource Management**: Track and manage generated and uploaded images

Requirements

  • Python 3.11 or higher
  • Required API keys: - Google Gemini API key [Get key](https://aistudio.google.com/apikey) - FreeImage.host API key [Get key](https://freeimage.host/page/api) - Remove.bg API key [Get key](https://www.remove.bg/dashboard#api-key)

Installation

  1. Clone this repository: ```sh git https://github.com/Kira-Pgr/Image-Toolkit-MCP-Server.git cd Image-Toolkit-MCP-Server ```
  1. Install UV (if not already installed): ```sh # On macOS and Linux. curl -LsSf https://astral.sh/uv/install.sh | sh # On Windows. powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" # With pip. pip install uv ```
  1. Install dependencies using UV: ```sh uv venv --python=python3.11 source .venv/bin/activate #or .venv/Scripts/activate on Windows uv pip install -r requirements.txt ```

Usage

  1. **Claude Desktop Integration**: Add the following configuration to your `claude_desktop_config.json` file to run the server directly from Claude Desktop: ```json "PromptShopMCP": { "command": "uv", "args": [ "--directory", "/project/dir/", "run", "mcp", "run", "/project/dir/server.py" ], "env": { "GEMINI_API_KEY": "key", "FREEIMAGE_API_KEY": "key", "REMOVEBG_API_KEY": "key" } } ``` Note: Replace the placeholder `"key"` values with your actual API keys.
  1. **Cursor Integration**: **Linux/macOS**: Modify the `cursor.sh` file to set your API keys and project directory.
  • In cursor settings, go to the "MCP" tab, click on `Add new MCP server`,
  • Name the server whatever you want, and set the command to `sh /absolute/path/to/cursor.sh`.
  • Wait for the server to start, and you can see the server and available tools.
  • Then when you use the agent, it would automatically detect whether use the tools.
**Windows**: Modify the `cursor.bat` file to set your API keys and project directory.
  • In cursor settings, go to the "MCP" tab, click on `Add new MCP server`,
  • Name the server whatever you want, and set the command to `cmd /c C:\absolute\path\to\cursor.bat`.
  • Wait for the server to start, and you can see the server and available tools.
  • Then when you use the agent, it would automatically detect whether use the tools.

Acknowledgements

  • [Google Gemini](https://aistudio.google.com/): For the image generation capabilities
  • [Remove.bg](https://www.remove.bg/): For background removal services
  • [FreeImage.host](https://freeimage.host/): For image hosting services
  • [MCP](https://modelcontextprotocol.io/introduction): For the Model Context Protocol