Deployment readiness · 13/15
Clear self-host path and strong setup documentation; some operating work remains.
Overall rank #7 · Category rank #1
Crawl4AI
Crawler that produces AI-ready web content.
Index score91.7out of 100 · method 1.0
Scoring evidence
How 91.7 points were assigned
Adoption23.5/25
Community13.2/15
Recent activity20/20
Deployment13/15
GTM fit12/15
Licence10/10
Practical GTM fit · 12/15
Supports a substantial go-to-market workflow and replaces part of Firecrawl.
Licence · 10/10
Permissive open source: Broad rights to use, change and redistribute.
Repository evidence
Facts used in this snapshot
- GitHub stars
- 73,401
- Forks
- 7,546
- Open issues
- 111
- Last push
- 20 July 2026
- Default branch
- main
- Licence
- Apache-2.0
Source: Crawl4AI repository · checked 20 July 2026
Editorial review
What the classification means
Established
Maturity label based on the project’s public repository footprint, recent activity, and practical readiness.
Strong shortlist
Recommendation for where this project belongs in an initial evaluation, not a purchasing guarantee.
Permissive open source
Broad rights to use, change and redistribute.