hoangnecon

hoangnecon / golab

Public

A blazing-fast, native Golang Model Context Protocol (MCP) Server for controlling and scraping Google Colab locally.

ai claude-desktop cursor golang google-colab
10
1
100% credibility
Found Apr 29, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
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AI Summary

GoLab is a lightweight native program that bridges AI coding assistants to Google Colab, allowing them to remotely edit notebooks, execute code on cloud GPUs, manage files, and automate workflows.

How It Works

1
🔍 Discover GoLab

You find GoLab while searching for a way to let your AI helper use powerful free cloud computers like Google Colab from your own coding app.

2
💻 Prepare Your Computer

You quickly install a free helper program called Go, which makes everything work smoothly on any computer.

3
⚙️ Set Up in Your AI App

In your AI coding app's settings, you paste a simple line to start GoLab and choose a private password to keep things secure.

4
🌐 Connect to Online Notebook

You open your cloud notebook in the browser, and it links up automatically with GoLab using your password – feels instant and magical.

5
💾 Link Your Storage

If you need to access files, you click a button in the notebook to connect your online storage like Google Drive.

6
🤖 AI Takes Control

Your AI now edits code cells, runs experiments on powerful cloud hardware, searches files, and builds projects – all from your local app.

🎉 Cloud Power Unlocked

You achieve fast results from heavy computations, with your AI handling everything seamlessly across your computer and the cloud.

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Star Growth

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AI-Generated Review

What is golab?

GoLab is a native Golang server that implements the Model Context Protocol (MCP) to control Google Colab notebooks locally via a WebSocket proxy in your browser. It exposes 27 tools for tasks like opening notebooks, editing cells, running code on Colab's GPUs, reading/writing Drive files, and inspecting environments—bridging local AI IDEs to remote Colab runtimes without Python dependencies. Set it up with `go run github.com/hoangnecon/golab/cmd/server@latest` and a COLAB_TOKEN env var for instant access.

Why is it gaining traction?

Unlike the Python MCP implementation, GoLab's static tool list ensures plug-and-play compatibility with Cursor, Claude Desktop, Gemini Code Assist, and others—no dynamic notifications needed. Its blazing-fast Go performance delivers near-zero overhead WebSocket comms, cross-platform binaries, and persistent connections that survive browser reconnects. Developers dig the golab beauty in ditching Python env hassles for reliable, local Colab control.

Who should use this?

ML engineers automating GPU workflows in Colab from local IDEs, AI agent builders needing precise notebook edits like line-level inserts or Drive scaffolding, or researchers querying package lists and error cells remotely. Ideal for those tired of manual Colab tab juggling in tools like Windsurf or Antigravity.

Verdict

Promising for MCP-powered Colab automation with solid docs and 27 ready tools, but at 10 stars and 1.0% credibility, it's early-stage—test thoroughly before production. Grab the binary if you're experimenting with golang blazing-fast GitHub proxies today.

(178 words)

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