Head to head
Smolanalytics vs UI Debugger
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free.
Full listing
No reviews yet
Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (83 and 82 out of 100).
| Smolanalytics | UI Debugger | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | B82/100 |
| Adoption | Growing | Growing |
| GitHub stars | 3 | 2 |
| Downloads / week | 121 | 67 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 3 | 5 |
| Write actions | 2 | 1 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-09 | 2026-09-17 |
| Category | Scraping and browsing | Scraping and browsing |