# JupyterLite WebMCP lets an agent edit and run live notebook cells

Allison Coleman and Juan Mendoza built JupyterLite WebMCP, which places an agent inside a live notebook to edit cells, run code, and review changes. OpenAI Developers listed it among the winners of The WebMCP Challenge.

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Source: OpenAI Developers · Published 9/28/2026, 10:08:57

JupyterLite WebMCP brings an agent into a live notebook so it can edit cells, run code, and review changes together with the user. Allison Coleman and Juan Mendoza built the project.

OpenAI Developers included it among the winning projects from The WebMCP Challenge. The project is listed on [Devpost](https://devpost.com/software/jupyterlite-webmcp).

Tags: JupyterLite, WebMCP, OpenAI, AI agents

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