mcp-server

notebook-intelligence: Supercharge JupyterLab with Multi‑LLM Agents

Name: notebook-intelligence: Supercharge JupyterLab with Multi‑LLM Agents
Author: plmbr

Empower your data notebooks with built‑in Claude, Copilot, Ollama, and OpenAI LLM support, plus MCP‑driven skills and plugins. Ideal for founders building AI‑enhanced analytics.

From the repo · “A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and notebook agents.”

348 stars+1★ this week68 forksPythonGuide quality 9/10 · reviewed Oct 20Updated 10/6/2026100% free · open source

What it does

Notebook-intelligence provides AI-powered coding assistance within JupyterLab, supporting various large language models (LLMs) and plugins for enhanced development productivity.

When to use it

•When needing intelligent code completion suggestions within Jupyter notebooks
•For automating repetitive coding tasks with AI-powered tools
•To integrate LLMs like Claude Code, Copilot, or OpenAI into the JupyterLab environment

Ready-to-paste prompt

notebook-intelligence suggest --llm claude --prompt 'Write a Python function to calculate the factorial of a given number'

Heads up: Notebook-intelligence requires a compatible LLM API key, such as a Claude Code or OpenAI API key, to function properly; ensure you have the necessary API credentials configured in your settings before using the tool.

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/notebook-intelligence && curl -fsSL https://workflowstacks.com/api/skills/notebook-intelligence/claude-skill -o ~/.claude/skills/notebook-intelligence/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How notebook-intelligence: Supercharge JupyterLab with Multi‑LLM Agents works

Codeflow

Free to inspect

Notebook-intelligence: Supercharge JupyterLab with Multi‑LLM Agents is a large Python project (~58k lines across 133 code files, plus 153 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit a month ago, GPL-3.0 license, has a test suite.

Size

Large codebase

~58k lines · 133 code files · ~8 h to skim

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Python · Node.js

No API keys detected

Python 66%TypeScript 32%CSS 2%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows
3
src/index.ts
Where the program starts running
4
package.json
Dependencies and the commands it exposes

What's in each folder

src/Core code — the actual logic65 files

notebook_intelligence/Core code — the actual logic58 files

docs/Documentation9 files

style/Themes & styling17 files

ui-tests/Folder14 files

benchmarks/Evaluations & benchmarks7 files

jupyter-config/Folder1 files

schema/Data models & types1 files

READMEHas testsDocumentedCI checksGPL-3.0 licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/notebook-intelligence && curl -fsSL https://workflowstacks.com/api/skills/notebook-intelligence/claude-skill -o ~/.claude/skills/notebook-intelligence/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

plmbr

Language

Python