Head to head
Docs Ask (local docs RAG) 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.
Docs Ask (local docs RAG)
?io.github.alyiox/mcp-docs-askNo reviews yet
Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
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. coolify has noticeably more public adoption.
| Docs Ask (local docs RAG) | coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | ? | C57/100 |
| Adoption | — | Established |
| GitHub stars | – | 599 |
| Downloads / week | – | 11k |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-17 |
| Category | Productivity | Productivity |