Bee — The Progressive Intelligence Engine MCP Server

by cuilabs Your server? Claim it

local only

Bee — The Progressive Intelligence Engine runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 1 Nov 2026.

Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.

—

Installs / week

not published

Stars

0 open issues

1 Nov 2026

Last commit

from GitHub

Apache-2.0

License

Python

What changed 1

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 9 August 2026. No other catalogue keeps this.

9 Aug the owner changed

What the code does

We read the source, 1 d ago · rules 995398eba69f

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 trust/pq-register/ci_gate.py:100

    proc = subprocess.run(

Long encoded blob in source trust/pq-register/bee-pq-register.v0.9.9.sig.json:9

  "public_key": "V9fX0f3vtdUIVaJrHl7k6lu7UPrupZJ0Qqv2QyqTs4I4CMD/0QLVkhCHS4Y9FyKbaBnApEWTOIx+5o3F2/XwMOTpV6Zt/aVC4TKW7HtlW0QRWaQPde6ct469g6MvNXdEiQ2V4rYmLO+DdT/q78o5iG26QRnABOM30/NteiIULJBrQr6mhdYCSf28R31fDCeLrNqWZMM7r4jZpqpZBpN6dqfnr2GjrPSaGzCQgCGG3f8b0H2a5OLfR31zqQhQhWO3xYq6szF…

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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Bee — The Progressive Intelligence Engine — questions

Answers built from our own checks of this server.

Why is there no uptime for Bee — The Progressive Intelligence Engine?

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

Is Bee — The Progressive Intelligence Engine open source?

Yes — it is published under the Apache-2.0 licence, written in Python and 2 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.