head to head · open source
Crawl4AI vs atomic-agent
Crawl4AI has 84,381 GitHub stars, 8,728 forks, 188 open issues and last shipped 3 days ago. atomic-agent has 2,514 stars, 252 forks, 47 open issues and last shipped today. Crawl4AI leads on adoption by 3,256% (84,381 vs 2,514 stars). Crawl4AI is written in Python under Apache-2.0; atomic-agent is written in TypeScript under MIT. Crawl4AI has attracted 10% as many forks as stars, atomic-agent 10%. atomic-agent was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (llm), 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.
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Side by side
| Crawl4AI | atomic-agent | |
|---|---|---|
| GitHub stars | ★ 84K | ★ 2.5K |
| License | Apache-2.0 | MIT |
| Written in | Python | TypeScript |
| Last push | 2026-09-25 | 2026-09-28 |
| Forks | ⑂ 8.7K | ⑂ 252 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Crawl4AI if
- You weight community size — 84K 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 atomic-agent if
- You want the atomic-agent feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches TypeScript
- You evaluated both and atomic-agent fits your workflow better
About Crawl4AI
Crawl4AI is an open source web crawler and scraper designed to prepare website content for large language model (LLM) workflows. It lives in the Python ecosystem and targets data extraction for RAG, agents, and AI pipelines. Unlike many tools that require API keys or paid subscriptions, Crawl4AI provides direct, self hosted access to web content with output structured specifically for LLM consumption.
read the full Crawl4AI overview →
About atomic-agent
Atomic Agent is a local first AI agent, written in TypeScript and released under the MIT licence, that runs open weight models and its entire control loop on the user's own machine through llama.cpp, aimed at developers and technical users who want a browser driving, file editing, command running assistant without cloud dependency or per token fees.
read the full atomic-agent overview →
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Frequently asked questions
Is Crawl4AI or atomic-agent more popular?
Crawl4AI has 84,381 GitHub stars and atomic-agent has 2,514. Crawl4AI has the larger community by that measure.
Are Crawl4AI and atomic-agent free?
Both are open source. Crawl4AI is licensed under Apache-2.0 and atomic-agent under MIT. Neither carries a licence fee.
What is the difference between Crawl4AI and atomic-agent?
Crawl4AI is written in Python and atomic-agent in TypeScript. 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 atomic-agent?
Choose Crawl4AI if you want the larger community (84,381 stars) or its Apache-2.0 licence terms. Choose atomic-agent if its feature set, stack or MIT licence fits better. Both are self-hostable.