Head to head
Web Browser (kogiQA) vs 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
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours MCP (81/100 against 55). MCP is hosted and callable through the gateway; Web Browser (kogiQA) runs on your own machine.
| Web Browser (kogiQA) | MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C55/100 | B81/100 |
| Adoption | Established | Growing |
| GitHub stars | 95 | 4 |
| Downloads / week | 384 | 451 |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 4 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-08 | 2026-09-17 |
| Category | Scraping and browsing | Scraping and browsing |