Head to head
Web Browser (kogiQA) vs Swamix MCP
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
This web browser has been designed to help your agent debug and develop complex web applications.
Full listing
No reviews yet
Hosted MCP catalog with 30 tenant-isolated browser, RAG, AI, mail and media tools.
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 (55 and 60 out of 100). Swamix MCP is hosted and callable through the gateway; Web Browser (kogiQA) runs on your own machine. Web Browser (kogiQA) has noticeably more public adoption.
| Web Browser (kogiQA) | Swamix MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C55/100 | C60/100 |
| Adoption | Established | New |
| GitHub stars | 95 | – |
| Downloads / week | 384 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-08 | — |
| Category | Scraping and browsing | Scraping and browsing |