datalayer/jupyter-mcp-server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. observed · 2026-09-03

github.com/datalayer/jupyter-mcp-server · homepage · Python · BSD-3-Clause (permissive) observed · 2026-09-03

Health v2 · maintenance only

88/100

Activity 100
Release rhythm 100
Longevity 40

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

gap_med: 1.0
age_days: 567
days_rel: 1
days_push: 0
n_releases_24m: 51

Full methodology

Adoption not part of the score

1270 stars · 194 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Model Context Protocol (MCP) server that lets AI agents connect to, edit, and execute Jupyter Notebooks in real time. It supports STDIO and Streamable HTTP transports, works with any Jupyter deployment or hosted code sandbox, and is also available as a hosted endpoint from Datalayer.

Use cases

let an AI agent run and edit Jupyter notebooks
connect Claude Code to Jupyter for data analysis
execute notebook cells and get output feedback from an LLM
use Jupyter as a code sandbox for AI agents
automate data analysis and visualization in notebooks
manage multiple notebooks from an AI assistant

When to choose

you want an AI agent to work directly in Jupyter notebooks with real-time feedback
you need multimodal cell outputs (plots, images, text) returned to an LLM
you want a self-hosted or hosted MCP server compatible with STDIO and HTTP transports
you need scalable code sandboxes from local to cloud providers

When to avoid

you don't use Jupyter or notebook-based workflows
you need a general-purpose code execution sandbox without notebooks
your MCP client supports neither STDIO nor Streamable HTTP

Facets

service · maturity active

mcp llm-inference agent-framework sdk large-language-models data-science developer-tools python self-hosted cross-platform jupyter mcp-server notebook-automation code-execution claude-code data-analysis code-sandbox ai-agents docker web-server

4 sources

readme: https://github.com/datalayer/jupyter-mcp-server · fetched 2026-09-03 · 4f08992cf717
homepage: https://jupyter-mcp-server.datalayer.tech · fetched 2026-08-29 · e143294668ff
registry_pypi: https://pypi.org/pypi/jupyter-mcp-server/json · fetched 2026-08-29 · 0adaf2b439ab
site_page: https://jupyter-mcp-server.datalayer.tech/releases · fetched 2026-08-29 · 0bb8ab0cebd8

Member repositories

Repository	Role	Health v2
datalayer/jupyter-mcp-server	main	88

For agents

markdown · JSON · MCP: product_card(name="datalayer/jupyter-mcp-server")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem