OpenAdaptAI/OpenAdapt
For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match. observed · 2026-10-21
Health v2 · maintenance only
94/100
- Activity 100
- Release rhythm 88
- Longevity 91
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 0
- age_days: 1287
- days_rel: 0
- days_push: 0
- n_releases_24m: 64
Adoption not part of the score
1784 stars · 266 forks observed · 2026-10-21
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
OpenAdapt is a Python framework that compiles a demonstrated GUI workflow into an inspectable, deterministic, locally executable program for browser, desktop, RDP, or Citrix/VDI surfaces. Healthy runs make zero generative-model calls, verify declared results before reporting success, and halt with evidence instead of guessing when verification fails.
Use cases
- automate repetitive data entry into legacy desktop apps with no API
- record a GUI task once and replay it deterministically
- automate workflows over RDP or Citrix virtual desktops
- verify that automated browser actions actually produced the expected result
- automate patient data entry in healthcare systems with audit evidence
- replace manual RPA scripting by demonstrating the task instead of coding it
When to choose
- the task is repeated GUI work on an application with no practical write API
- you need proof that each consequential step succeeded before reporting success
- you want local-first, MIT-licensed automation with no model calls on healthy runs
- a wrong action has operational, financial, or compliance cost and halting is preferable to guessing
When to avoid
- you need fully autonomous agents that improvise novel UI interactions
- the workflow has no stable, demonstrable structure or changes constantly
- you only need simple API-to-API integration without any GUI surface
- you require a production-admitted, qualified deployment today (admission state is currently not actively admitted)
Facets
framework · maturity active
workflow-automation agent-framework computer-vision gui testing developer-tools healthcare self-hosted python cross-platform windows cli self-hosted rpa gui-automation desktop-automation browser-automation computer-use-agents deterministic-replay automation-from-demonstration rdp citrix process-automation verification local-first automation macos linux
6 sources
- readme: https://github.com/OpenAdaptAI/OpenAdapt · fetched 2026-10-21 · eb3183623c0e
- homepage: https://www.OpenAdapt.AI · fetched 2026-08-29 · e44669bd711a
- site_page: https://docs.openadapt.ai · fetched 2026-08-29 · 16b3b8612dfc
- site_page: https://openadapt.ai/about · fetched 2026-08-29 · a081a3fbe3df
- registry_pypi: https://pypi.org/pypi/openadapt/json · fetched 2026-08-29 · 5d9f3295e802
- site_page: https://openadapt.ai/pricing · fetched 2026-08-29 · 36a8972fee92
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| OpenAdaptAI/OpenAdapt | main | 94 |
For agents
markdown · JSON · MCP: product_card(name="OpenAdaptAI/OpenAdapt")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem