Crawl4AIvsulogger-server
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| Crawl4AI | ulogger-server | |
|---|---|---|
| Score | 86/100 | 50/100 |
| Rank in category | #2 of 16 in Web Scraping | #6 of 6 in Location Tracking |
| GitHub stars | 86 515 | 613 |
| Stars, last 30 days | +2 295 | +0 |
| Stable releases, 12 months | 9 | 0 |
| Latest release | v0.9.5 · 14 Oct 2026 | — |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | GPL-3.0 |
| Main language | Python | PHP |
Which one should you pick?
Crawl4AI scores 86/100 against 50/100 for ulogger-server, so it is the safer default.
Crawl4AI ships more often: 9 stable releases in the past year, against 0 for ulogger-server.
Crawl4AI is growing faster right now (+2 295 stars in 30 days).
Crawl4AI details →ulogger-server details →
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