Head to head
web3ctx 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.
web3ctx
Aio.github.FarseenSh/web3ctxNo reviews yet
Version-true web3 docs, ABIs and human-validated integration recipes over MCP.
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 web3ctx (91/100 against 83). web3ctx is hosted and callable through the gateway; Coolify runs on your own machine. Coolify has noticeably more public adoption.
| web3ctx | Coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | B83/100 |
| Adoption | Growing | Established |
| GitHub stars | 0 | 600 |
| Downloads / week | – | 5.6k |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 5 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-16 | 2026-09-17 |
| Category | Productivity | Productivity |