Head to head
Memorix vs qai-consultant-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
Local-first project memory with legacy MCP and 2026 discovery compatibility.
Full listingqai-consultant-mcp
Aio.github.gvasile29/qai-consultant-mcpNo reviews yet
Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.
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 qai-consultant-mcp (92/100 against 66). Memorix has noticeably more public adoption.
| Memorix | qai-consultant-mcp | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | A92/100 |
| Adoption | Established | Growing |
| GitHub stars | 785 | 4 |
| Downloads / week | 16k | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | NOASSERTION |
| Last release | 2026-09-18 | 2026-09-18 |
| Category | Everything else | Everything else |