Head to head
Penny Search vs Coolify
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
Low-cost live web search for current facts, news, research, docs, and web grounding via x402.
Full listingNo reviews yet
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
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 Coolify (83/100 against 67). Penny Search is hosted and callable through the gateway; Coolify runs on your own machine. Coolify has noticeably more public adoption.
| Penny Search | Coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | B83/100 |
| Adoption | New | Established |
| GitHub stars | – | 600 |
| Downloads / week | – | 5.6k |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 1 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-17 |
| Category | Productivity | Productivity |