PromptShopMCP

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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

Prompt: add a coat to the dog

Prompt: Add a hat to it

Related MCP server: MCP Gemini API Server

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

  • FreeImage.host API key Get key

  • Remove.bg API key Get key

Installation

1. Clone this repository:

   git https://github.com/Kira-Pgr/Image-Toolkit-MCP-Server.git
   cd Image-Toolkit-MCP-Server

2. Install UV (if not already installed):

   # 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

3. Install dependencies using UV:

   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:

   "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.

2. 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: For the image generation capabilities

• Remove.bg: For background removal services

• FreeImage.host: For image hosting services

• MCP: For the Model Context Protocol