Head to head
mcp 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
Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
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 mcp (99/100 against 57). mcp is hosted and callable through the gateway; coolify runs on your own machine. coolify has noticeably more public adoption.
| mcp | coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A99/100 | C57/100 |
| Adoption | Growing | Established |
| GitHub stars | 73 | 599 |
| Downloads / week | – | 11k |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-19 | 2026-09-17 |
| Category | Productivity | Productivity |