mcp-slicer

<img src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/logo.jpeg?raw=true" width="160" alt="logo"> # MCP-Slicer - 3D Slicer Model Context Protocol Integration [English](README.md) | [简体中文](README_zh.md) [](https://www.python.org/) [](https://opensource.org/licenses/MIT) [](https://pypi.org/project/mcp-slicer/)  MCP-Slicer connects 3D Slicer with model clients like Claude Desktop or Cline through the Model Context Protocol (MCP), enabling direct interaction and control of 3D Slicer. This integration allows for medical image processing, scene creation, and manipulation using natural language. ## Features 1. **list_nodes**: List and filter Slicer MRML nodes and view their properties 2. **execute_python_code**: Execute Python code in the Slicer environment 3. **capture_screenshot**: Capture real-time screenshots of Slicer views - Full application window (including module panels) - Individual slice views (Red/Yellow/Green) - 3D rendering view - Enables complete REACT loop with visual feedback ## Installation ### Prerequisites - 3D Slicer 5.8 or newer - Python 3.13 or newer - uv package manager **If you're on Mac, please install uv as** ```bash brew install uv ``` **On Windows** ```bash powershell -c "irm https://astral.sh/uv/install.ps1 | iex" ``` and then ```bash set Path=C:\Users\nntra\.local\bin;%Path% ``` Otherwise installation instructions are on their website: [Install uv](https://docs.astral.sh/uv/getting-started/installation/) **⚠️ Please install UV first** ### Claude for Desktop Integration Go to Claude > Settings > Developer > Edit Config > claude_desktop_config.json to include the following: ```json { "mcpServers": { "slicer": { "command": "uvx", "args": ["mcp-slicer"] } } } ``` ### Cline Intergration ```json { "mcpServers": { "slicer": { "command": "uvx", "args": ["mcp-slicer"] } } } ``` ## Usage ### Check Claude Settings <img width="1045" alt="Image" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/claude_check.png?raw=true" /> Make sure you see the corresponding slicer tools added to the Claude Desktop App <img width="300" alt="Image" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/toolsButton.png?raw=true" /> <img width="300" alt="Image" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/tools_check.png?raw=true" /> ### Open Slicer Web Server 1. Open the Slicer Web Server module, 2. ensure the required interfaces are checked, 3. then start the server <img width="1045" alt="Image" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/start_slicer_web_server.png?raw=true" /> ## Examples ### - list_nodes > What Markups nodes are in the Slicer scene now, list their names, what is their length if it is a line, and what is its angle if it is an angle <img width="1045" alt="Image" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/example_list_nodes_en.png?raw=true" /> ### - execute python code > Draw a translucent green cube of 8 cm in the Slicer scene, mark its vertices, and then draw a red sphere inscribed in it. <img width="1045" alt="example_code_execute_en" src="https://github.com/zhaoyouj/mcp-slicer/blob/main/docs/images/example_code_execute_en.png?raw=true" /> ### - capture_screenshot > Capture the current state of Slicer to provide visual feedback to AI **Usage examples:** - `capture_screenshot()` - Capture full application window - `capture_screenshot(view_type="slice", view_name="red")` - Capture Red slice view - `capture_screenshot(view_type="3d", camera_axis="A")` - Capture 3D view from anterior This enables a complete REACT loop where AI can: 1. **Reason** about what to do 2. **Act** using `execute_python_code` 3. **Observe** the result using `capture_screenshot` ## Technical Details Utilizes existing Slicer Web Server interfaces. For technical details, please see [Slicer web server user guide](https://slicer.readthedocs.io/en/latest/user_guide/modules/webserver.html) ## Limitations & Security Considerations - The `execute_python_code` tool allows running arbitrary Python code in 3D Slicer, which is powerful but potentially dangerous. **⚠️ Not recommended for production use.** - Complex operations may need to be broken down into smaller steps. ## Contributing Contributions are welcome! Feel free to submit Pull Requests. ## Disclaimer This is a third-party integration project, not developed by the 3D Slicer team.