Bagel MCP Server

by extelligence-ai Your server? Claim it

local only

Bagel runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 20 Sep 2026.

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

—

Installs / week

not published

397

Stars

20 open issues

20 Sep 2026

Last commit

from GitHub

Apache-2.0

License

Python

What the code does

We read the source, 11 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command src/pipeline/tasks/rsync_files.py:136, src/pipeline/tasks/snippet/ros1/bag.py:87, src/pipeline/tasks/cloudini/compress_pointcloud.py:112 и ещё 1

            result = subprocess.run(  # noqa: S603

Unsafe deserialization src/sink/buffer.py:293

            self._struct = pickle.load(f)  # noqa: S301

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

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Bagel — questions

Answers built from our own checks of this server.

Why is there no uptime for Bagel?

Bagel runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone.

Is Bagel open source?

Yes — it is published under the Apache-2.0 licence, written in Python, 397 stars on GitHub and 20 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.