microsoft/magentic-ui
MagenticLite is an experimental agent that works across the browser and local file system observed · 2026-08-28
Health v2 · maintenance only
81/100
- Activity 99
- Release rhythm 84
- Longevity 34
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: 26
- age_days: 485
- days_rel: 104
- days_push: 7
- n_releases_24m: 10
Adoption not part of the score
10077 stars · 1015 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
MagenticLite is an experimental agentic application from Microsoft AI Frontiers that automates tasks across the browser and local file system using small, efficient models (MagenticBrain orchestrator plus the Fara browser-use model). It provides a human-centered web UI where users can steer, approve, or take over agent actions, with browser sessions isolated in a sandboxed VM.
Use cases
- automate filling out web forms like expense reports
- do web research and price comparison with an AI agent
- have an AI agent organize files on my computer
- run a browser automation agent with small local models
- book a restaurant or complete multi-step web tasks automatically
- supervise an AI agent with human approval before critical actions
When to choose
- you want agentic browser and file automation without frontier-scale models
- you need human-in-the-loop control and approval before critical actions
- you want sandboxed browser sessions for safety
- you're experimenting with multi-agent web automation research prototypes
When to avoid
- you need a production-hardened, stable agent platform
- you require frontier-model-level performance on complex tasks
- you need a headless automation tool without a UI
- your platform isn't macOS, Windows (WSL), or Linux
Facets
application · maturity experimental
agent-framework web-scraping chat-interface workflow-automation artificial-intelligence web-development windows python browser-use computer-use-agent small-models human-in-the-loop sandboxed-browser multi-agent local-file-system microsoft-research ai-agents automation macos linux web-server docker
7 sources
- readme: https://github.com/microsoft/magentic-ui · fetched 2026-08-28 · 56bf597aeb4e
- homepage: https://www.microsoft.com/en-us/research/blog/magenticlite-magenticbrain-fara1-5-an-agentic-experience-optimized-for-small-models/ · fetched 2026-08-29 · 1e0c5c523ac6
- site_page: https://www.microsoft.com/en-us/research/about-microsoft-research · fetched 2026-08-29 · 662089aedfa3
- site_page: https://learn.microsoft.com/docs · fetched 2026-08-29 · f29800be2b9a
- site_page: https://www.microsoft.com/about · fetched 2026-08-29 · 4435a23e63d2
- registry_pypi: https://pypi.org/pypi/magentic-ui/json · fetched 2026-08-29 · 834f04a47bdb
- site_page: https://choice.microsoft.com · fetched 2026-08-29 · 2db73202bb74
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| microsoft/magentic-ui | main | 81 |
For agents
markdown · JSON · MCP: product_card(name="microsoft/magentic-ui")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem