mljar/mercury
Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite. observed · 2026-08-28
Health v2 · maintenance only
99/100
- Activity 99
- Release rhythm 98
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 16.5
- age_days: 1717
- days_rel: 12
- days_push: 7
- n_releases_24m: 11
Adoption not part of the score
4350 stars · 292 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Mercury is an open-source Python framework that converts Jupyter notebooks into interactive, shareable web applications without any frontend code. It provides a widget library, a standalone server for serving notebooks as apps, and a JupyterLab extension for live app preview.
Use cases
- turn a jupyter notebook into a web app
- share data analysis with non-technical colleagues
- build a dashboard from a notebook
- create a chatbot app in a notebook
- publish interactive reports without writing frontend code
- deploy a python notebook as a standalone web application
When to choose
- you already work in Jupyter notebooks and want to share results as web apps
- you want reactive widget-driven apps without callbacks or frontend code
- you need a quick way to build dashboards, reports, or simple chat apps in Python
When to avoid
- you need a fully custom UI or fine-grained frontend control
- your app is not notebook-based and would be better served by a standard web framework
- you rely on Google Colab or VS Code notebooks, since live preview only works in JupyterLab and MLJAR Studio
Facets
framework · maturity active
web-framework ui-components data-visualization chatbot state-management data-science web-development data-visualization developer-tools python self-hosted jupyter-notebooks notebook-to-web-app interactive-widgets reactive-notebooks dashboards reports no-frontend web-server docker
4 sources
- readme: https://github.com/mljar/mercury · fetched 2026-08-28 · 664d15cfe336
- homepage: https://RunMercury.com · fetched 2026-08-29 · 3234db549467
- site_page: https://runmercury.com/docs · fetched 2026-08-29 · 00b2bb61c569
- registry_pypi: https://pypi.org/pypi/mercury/json · fetched 2026-08-29 · 31002ca5403c
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| mljar/mercury | main | 99 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem