Plan a Mars rover drive with Claude
NASA JPL engineers used Claude to plan waypoints for Perseverance from orbital images. On December 8 and 10, 2025 the rover drove about 400 meters on that route after human review and simulation.
Source: the vendor. The people who wrote this source make the agent, tool or system in the story. It is not an independent account.
Do this with your agent
How you could do the same thing today. “Official MCP” is the vendor's own server. “Manual” means you use the provider's own site or app.
- Run a robot with ROS from ClaudeStep by step
What works today, through which server, at what price.
Every MCP server and API we list for this kind of job, with install lines, auth and price.
Add Real World MCP to your agent
22 live tools- Open the Add custom connector dialog , prefilled. Or go to Customize → Connectors → + Add → Add custom connector.
- Name it Real World MCP, paste this URL, pick No sign in, then Add.
https://www.realworldmcp.com/api/mcp
- On ChatGPT on the web, open Plugins, click +, then Add custom MCP server.
- Name it, paste this URL under Connection, and pick No authentication.
- Accept the warning, click Create as a plugin, then install it.
https://www.realworldmcp.com/api/mcp
Run once in your terminal, then type /mcp in Claude Code to see the tools.
claude mcp add --transport http realworldmcp https://www.realworldmcp.com/api/mcp
Run this once, or add the two lines below to ~/.codex/config.toml.
codex mcp add realworldmcp --url https://www.realworldmcp.com/api/mcp
Gemini app: on gemini.google.com, Settings → Connected Apps, then under Custom apps paste this URL and click Next.
https://www.realworldmcp.com/api/mcp
Gemini CLI:
gemini mcp add --transport http --scope user realworldmcp https://www.realworldmcp.com/api/mcp
Add to Cursor opens Cursor with the server filled in. Or add this to ~/.cursor/mcp.json.
{
"mcpServers": {
"realworldmcp": {
"url": "https://www.realworldmcp.com/api/mcp"
}
}
}Run this once (macOS or Linux shell), or add the server to .vscode/mcp.json. Then use it from Copilot Chat in agent mode.
code --add-mcp '{"name":"realworldmcp","type":"http","url":"https://www.realworldmcp.com/api/mcp"}'In Cascade's MCP menu, choose Open MCP config file and add this server. Then press refresh.
{
"mcpServers": {
"realworldmcp": {
"serverUrl": "https://www.realworldmcp.com/api/mcp"
}
}
}Any client that speaks Streamable HTTP MCP. No auth. Most take this JSON, or just the URL.
{
"mcpServers": {
"realworldmcp": {
"url": "https://www.realworldmcp.com/api/mcp"
}
}
}search_tools, get_tool and call_tool and 22 live tools. All clients and full steps
ChatGPT, Claude, Codex, Cursor, GitHub Copilot, Gemini and Windsurf are trademarks of their respective owners. Real World MCP is not affiliated with them, and compatibility does not imply endorsement or partnership.
Related use cases
- Let Claude Code drive a robot
A commenter said they had Claude Code drive a robot the week before and that it seemed visibly delighted doing it.
- Drive your robot vacuum with a game controller via Claude Code
A tinkerer used Claude Code to reverse-engineer how his DJI Romo vacuum talks to its servers so he could steer it with a PlayStation controller. The resulting app also exposed about 6,700 other users' vacuums, revealing a DJI security flaw.
- Learn ROS 2 on a cheap robot dog with Claude Code or Codex
A user who bought a Hiwonder PuppyPi used Codex and Claude Code to get going, and within a week was adding features and understood ROS 2 basics.
- Have Claude set up and drive a robot dog without human help
In the follow-up, Claude Opus 4.7 worked without human assistance and finished the robot dog setup and control tasks about 20 times faster than the fastest human team, though precise ball handling was still hard.
The story is in our words. The source was opened on Nov 2, 2026 and a key phrase was found in it. See all use cases.