RealWorldMCP
Robots & drones · MCP server

bagel MCP server

Ask questions of robot, drone and IoT logs (ROS bags, PX4 logs) in plain English.

CommunityOn the MCP registry

Notes. Community project; not affiliated with the hardware or service vendor. On the official MCP registry as io.github.Extelligence-ai/bagel.

Install

docker run -i --rm ghcr.io/extelligence-ai/bagel/ros2-kilted:2.4.1

Tools

We have not copied this server's tool list. It changes with each release. The current list is in its README .

Facts on this page come from the project's README, registry record or docs, read on Nov 2, 2026. Transport and auth are read from the text, so confirm them before you rely on them. Something wrong? See Get listed.

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