head to head · open source
Crawl4AI vs OpenAdapt
Crawl4AI has 85,880 GitHub stars, 8,931 forks, 188 open issues and last shipped today. OpenAdapt has 1,784 stars, 266 forks, 28 open issues and last shipped today. Crawl4AI leads on adoption by 4,714% (85,880 vs 1,784 stars). Crawl4AI is written in Python under Apache-2.0; OpenAdapt is written in Python under MIT. Crawl4AI has attracted 10% as many forks as stars, OpenAdapt 15%. OpenAdapt was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-agents), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
← all 20902 open source comparisons
Side by side
| Crawl4AI | OpenAdapt | |
|---|---|---|
| GitHub stars | ★ 86K | ★ 1.8K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-10-20 | 2026-10-20 |
| Forks | ⑂ 8.9K | ⑂ 266 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Crawl4AI if
- You weight community size — 86K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick OpenAdapt if
- You want the OpenAdapt feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and OpenAdapt fits your workflow better
About Crawl4AI
🚀🤖 Crawl4AI: Open source LLM Friendly Web Crawler & Scraper. 🚀 Crawl4AI Cloud API — Closed Beta (Launching Soon) Reliable, large scale web extraction, now built to be drastically more cost effective than any of the existing solutions. 👉 Apply here for early access We’ll be onboarding in phases and working closely with early users. Limited slots. Crawl4AI turns the web into clean, LLM ready Markdown for RAG, agents, and data pipelines. Fast, controllable, battle tested by a 50k+ star community. ✨ Check out latest update v0.9.3 ✨ New in v0.9.3 : Security release. Closes five coordinated disclosure advisories…
read the full Crawl4AI overview →
About OpenAdapt
OpenAdapt Give your agent a program, not a mouse. The open source, verified execution layer for computer use agents. What it can do · Documentation · Quickstart · Live demo · Website · Discord A computer use agent looks at the screen and chooses every click again, on every run. OpenAdapt lets your agent, or a person, do a task once in any app: web, Windows, macOS, Linux, RDP or Citrix. It compiles that run into a program, and your agent calls the program as one tool. The program runs with no model calls and sends no screenshots anywhere. It confirms the right record before each save, reads the save back from the…
read the full OpenAdapt overview →
More in Data & Analytics
Related comparisons
More Data Extraction & Web Scraping projects
Compare either of these against the rest of the Data Extraction & Web Scraping field.
Frequently asked questions
Is Crawl4AI or OpenAdapt more popular?
Crawl4AI has 85,880 GitHub stars and OpenAdapt has 1,784. Crawl4AI has the larger community by that measure.
Are Crawl4AI and OpenAdapt free?
Both are open source. Crawl4AI is licensed under Apache-2.0 and OpenAdapt under MIT. Neither carries a licence fee.
What is the difference between Crawl4AI and OpenAdapt?
Crawl4AI is written in Python and OpenAdapt in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Crawl4AI or OpenAdapt?
Choose Crawl4AI if you want the larger community (85,880 stars) or its Apache-2.0 licence terms. Choose OpenAdapt if its feature set, stack or MIT licence fits better. Both are self-hostable.