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ROS 2 Bridge

A bridge that dynamically exposes ROS 2 robotics services as MCP tools and topics as resources, enabling LLMs to control robots and analyze sensor data. It automatically translates ROS message types and source code comments into tool parameters and descriptions.

Stars
9
Forks
2
Updated
Jul 27, 2025
Validated
Jan 11, 2026

ros2mcp ros2mcp

Expose arbitrary ROS 2 services and topics as MCP tools and list topics as resources.

Example of ROS to MCP translation

The mcp_server node can translate any ROS topic and service into a MCP resource or tool (including source comments as parameter descriptions).

Demo Video with TurtleBot4 and Gazebo

Demo Setup

The demo can be run on Linux, macOS, and Windows using Pixi.

  1. Clone the repository.
git clone https://github.com/nico0302/ros2mcp.git
  1. Start Gazebo and Rviz2 and the demo node:
pixi run demo-tb4

This might take a while on the first run as it downloads the necessary assets.

  1. After Gazebo and Rviz2 are running, select the 2D Pose Estimate tool in Rviz2 to set the robot's initial position by clicking in the center of the map and dragging to right: Rviz2 selecting 2D pose estimate

  2. Connect a MCP client to the demo server on http://localhost:8080 This project includes a simple MCP client that can be run with:

# make sure to set your OPENAI_API_KEY environment variable
export OPENAI_API_KEY=your_openai_api_key
pixi run demo-client

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