Model Context Protocol server for ROS 2 introspection and control
Project description
ROS 2 MCP Server
A Model Context Protocol (MCP) server for ROS 2, enabling AI assistants like GitHub Copilot to introspect and interact with ROS 2 systems.
Features
The ROS 2 MCP Server provides 30+ tools for comprehensive ROS 2 system interaction:
- Node Management: List and inspect running nodes
- Topic Operations: List, echo, publish, and get topic information
- Service Operations: List services, inspect types, and call services
- Parameter Management: List, get, and set node parameters
- Action Operations: List actions, get info, and send goals
- Bag Operations: Record, play, and inspect bag files
- Interface Inspection: List and show message/service/action definitions
- Package Management: List packages, executables, and manifests
- Launch Operations: List and execute launch files with parameters
- Lifecycle Management: Control lifecycle nodes and transitions
- Diagnostics: Run system health checks with
ros2 doctor
Installation
Quick Install
git clone https://github.com/ranch-hand-robotics/rde-mcp-ros-2.git
cd rde-mcp-ros-2
./install.sh
For detailed installation instructions including platform-specific configuration, see INSTALLATION.md.
Requirements
- ROS 2: Humble, Iron, Jazzy, or later
- Python: 3.8 or later
- Operating System: Linux (Ubuntu recommended), macOS, or Windows with WSL2
Installation
Option 1: Install from Source (Development)
# Clone the repository
git clone https://github.com/ranch-hand-robotics/rde-mcp-ros-2.git
cd rde-mcp-ros-2
# Install in editable mode
pip install -e .
Option 2: Install from GitHub (Coming Soon)
# Install via copilot CLI (planned)
gh copilot plugin install ranch-hand-robotics/rde-mcp-ros-2
ROS 2 Environment Setup
The server requires ROS 2 to be sourced in your environment. Add to your ~/.bashrc:
# Replace 'humble' with your ROS 2 distro
source /opt/ros/humble/setup.bash
Or source it before running:
source /opt/ros/<distro>/setup.bash
rde-mcp-ros2
Usage
Configuring Your AI Assistant
The MCP server uses stdio (standard input/output) transport, which means it's launched automatically by your AI tool when needed. No need to start a separate server!
The server works with:
- VS Code + GitHub Copilot - See examples/README.md
- GitHub Copilot CLI - See INSTALLATION.md
- Claude Desktop - See INSTALLATION.md
Quick config for VS Code (.vscode/mcp.json):
{
"servers": {
"ros2": {
"command": "rde-mcp-ros2",
"args": []
}
}
}
The server will be automatically started by the AI assistant when you ask ROS 2 questions!
Optional: Running in SSE Mode
If you need to run the server as a standalone HTTP server (for remote access or debugging):
# Start in SSE mode
rde-mcp-ros2 --transport sse --port 3002
# Or use the wrapper
./run-server.sh --transport sse
Then configure your client to use SSE:
{
"servers": {
"ros2": {
"type": "sse",
"url": "http://localhost:3002/sse"
}
}
}
Example Interactions
Once configured, ask your AI assistant:
- "What ROS 2 nodes are currently running?"
- "Show me the topics being published"
- "What's the current value of the /robot/speed parameter?"
- "Call the /reset_simulation service"
- "Record a bag file of all sensor topics for 30 seconds"
- "What packages are installed in my ROS 2 workspace?"
For more detailed examples, see examples/USAGE_EXAMPLES.md.
Documentation
- INSTALLATION.md - Detailed installation and configuration guide
- examples/README.md - Configuration examples for different platforms
- examples/USAGE_EXAMPLES.md - Real-world usage scenarios
- mcp-manifest.yaml - Full server capabilities manifest
Development
Setting Up Development Environment
# Clone and enter directory
git clone https://github.com/ranch-hand-robotics/rde-mcp-ros-2.git
cd rde-mcp-ros-2
# Install with dev dependencies
pip install -e ".[dev]"
# Run tests (when available)
pytest
# Format code
black src/
ruff check src/
Debugging
Use SSE mode for easier debugging:
- Run the server directly:
source /opt/ros/<distro>/setup.bash
python src/rde_mcp_ros2/server.py
-
Configure VS Code to connect via SSE (see
.vscode/mcp.jsonabove) -
Watch logs in the terminal where the server is running
Project Structure
rde-mcp-ros-2/
├── src/
│ └── rde_mcp_ros2/
│ ├── __init__.py
│ └── server.py # Main MCP server implementation
├── pyproject.toml # Package configuration
├── requirements.txt # Python dependencies
├── README.md
└── LICENSE
Contributing
Contributions are welcome! Please:
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
License
This project is licensed under the MIT License - see the LICENSE file for details.
Credits
Developed by Ranch Hand Robotics
Links
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