Head to head
Qdrant MCP vs MCP Toolbox for Databases
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (83 and 90 out of 100). MCP Toolbox for Databases has noticeably more public adoption.
| Qdrant MCP | MCP Toolbox for Databases | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | A90/100 |
| Adoption | Growing | Established |
| GitHub stars | 0 | 16k |
| Downloads / week | 40 | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-20 | 2026-09-18 |
| Category | Databases | Databases |