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Agents tracked: 271 Downloads (7d): 219M up 6.1% GitHub stars: 5.5M VS Code installs: 151M Releases (7d): 291 Agent status: 1 with issues Updated Oct 8, 2026

Bagel MCP server

Plain-English analysis of robotics, drone, and IoT data, with intelligent edge data reduction.

Data and analytics ★ 397 GitHub starsv2.4.1Updated Oct 6, 2026

Install

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

From the server's registry entry. Many servers also need an API key or other settings: check the repository's README before you run it.

About this server

Registry nameio.github.Extelligence-ai/bagel
Repositorygithub.com/Extelligence-ai/bagel
Websitewww.trybagel.com
Packagesoci ghcr.io/extelligence-ai/bagel/ros2-kilted:2.4.1
In the registry sinceOct 6, 2026
GitHub stars397

Listed from the official MCP Registry. We have not reviewed or tested this server; a local server runs code on your machine, so read the repository first.

Use it with

AI agents whose docs say they support MCP.

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