head to head · open source
Scrapling vs Crawl4AI
Scrapling has 92,628 GitHub stars, 9,759 forks, 6 open issues and last shipped yesterday. Crawl4AI has 86,783 stars, 9,043 forks, 188 open issues and last shipped yesterday. Scrapling leads on adoption by 7% (92,628 vs 86,783 stars). Scrapling is written in Python under BSD-3-Clause; Crawl4AI is written in Python under Apache-2.0. Scrapling has attracted 11% as many forks as stars, Crawl4AI 10%. Scrapling was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 6 topic tags (ai, crawler, data-extraction, mcp), 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
| Scrapling | Crawl4AI | |
|---|---|---|
| GitHub stars | ★ 93K | ★ 87K |
| License | BSD-3-Clause | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 9.8K | ⑂ 9.0K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Scrapling if
- You weight community size — 93K stars and counting
- You want the BSD-3-Clause license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick Crawl4AI if
- You want the Crawl4AI feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and Crawl4AI fits your workflow better
About Scrapling
Effortless Web Scraping for the Modern Web Selection methods · Fetchers · Spiders · Proxy Rotation · CLI · MCP Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full scale crawl. Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi session crawls with pause/resume, automatic proxy rotation, and a crawl speed that adapts to how fast each…
read the full Scrapling overview →
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 →
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Frequently asked questions
Is Scrapling or Crawl4AI more popular?
Scrapling has 92,628 GitHub stars and Crawl4AI has 86,783. Scrapling has the larger community by that measure.
Are Scrapling and Crawl4AI free?
Both are open source. Scrapling is licensed under BSD-3-Clause and Crawl4AI under Apache-2.0. Neither carries a licence fee.
What is the difference between Scrapling and Crawl4AI?
Scrapling is written in Python and Crawl4AI 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, Scrapling or Crawl4AI?
Choose Scrapling if you want the larger community (92,628 stars) or its BSD-3-Clause licence terms. Choose Crawl4AI if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.