Complete AI Training

MCP server · Developer tools

ROS MCP server

by Yutarop

Let your AI control robots by talking to them in plain language through ROS 2.

Flow diagram: you ask your AI “Move the robot forward slowly”, on your own computer the ROS MCP server works with your robot, and you get back A plain answer in the chat.

This is a helper that lets your AI assistant talk to robots that run on ROS 2, the software many robots use to move and sense the world. You describe what you want in normal words, and the AI turns that into robot commands. It is handy for people who work with robots but do not want to memorize command line instructions.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to another piece of software. This one connects your AI to ROS 2, the system that runs on your robot. So when you ask for something, the AI can actually look at the robot and send it instructions.

What this MCP server does

You type a request in plain language, like moving a robot forward. Your AI reads that and uses this helper to figure out which ROS 2 command fits. The helper then talks to your robot's ROS 2 system, either by publishing a message, calling a service, or sending an action goal. The robot does the thing, and the helper sends the result back so your AI can tell you what happened.

Flow diagram: you ask your AI “Move the robot forward slowly”, on your own computer the ROS MCP server works with your robot, and you get back A plain answer in the chat. Click to zoom

What you can do with it

  • List the topics, services, and actions your robot is currently offering
  • Watch a topic to see the messages flowing through it
  • Publish a message to a topic to make the robot do something
  • Call a service to trigger a one-time action, like resetting a simulation
  • Send a goal to an action to make the robot move a certain distance
  • Launch graphical tools like Gazebo or rqt_graph on your screen
  • Check your ROS 2 setup and clean up leftover processes

Try asking your AI

  • “Show me the list of ROS 2 topics currently available”
  • “Publish a message to the cmd_vel topic to move the robot forward slowly”
  • “Call the reset_world service in Gazebo”
  • “Send an action goal to move TurtleBot3 forward for 1 meter”

What it gives back to you

You get back plain answers in the chat, like a list of topics or a confirmation that a command was sent. If you ask to monitor a topic, it will show you the messages it sees. When you send a movement command, it tells you whether the robot accepted it. It does not draw pictures or graphs on its own, but it can open separate tool windows for you.

Before you start

What you need

  • A robot or simulation running ROS 2 Humble on the same network
  • The Claude desktop app
  • Python 3.10 or newer and the uv package manager
  • The same ROS_DOMAIN_ID set on your computer and the robot

Good to know

This helper can send real commands to a robot, so a wrong request could make it move or change its state, and you should keep an eye on what it is doing.

Install it with your AI

Add ROS MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check ROS MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.

Sign in Become a member

Who it's for

Robotics students, hobbyists, and engineers who already use ROS 2 and want a friendlier way to control their robots.