Head to head
Amazing Marvin (complete) 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.
Amazing Marvin (complete)
Bio.github.andreasd083/amazing-marvin-complete-mcpNo reviews yet
Amazing Marvin task manager: complete public-API coverage (38 tools) with built-in rate limiting
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 Amazing Marvin (complete) (83/100 against 57). coolify has noticeably more public adoption.
| Amazing Marvin (complete) | coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | C57/100 |
| Adoption | Growing | Established |
| GitHub stars | 6 | 599 |
| Downloads / week | 460 | 11k |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-18 | 2026-09-17 |
| Category | Productivity | Productivity |