Head to head
Coolify vs Symbols 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
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Full listing
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Symbols MCP (94/100 against 83). Coolify has noticeably more public adoption.
| Coolify | Symbols MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | A94/100 |
| Adoption | Established | Growing |
| GitHub stars | 600 | 1 |
| Downloads / week | 5.6k | 162 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | 28 |
| Write actions | — | 4 |
| Price per call | Free | Free |
| Licence | MIT | CC-BY-NC-4.0 |
| Last release | 2026-09-17 | 2026-09-23 |
| Category | Productivity | Productivity |