Head to head
MCP Toolbox for Databases vs Ai Incident Db
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Ai Incident Db
?io.github.pipeworx-io/ai-incident-dbNo reviews yet
AI Incident Database (AIID) MCP
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Ai Incident Db is hosted and callable through the gateway; MCP Toolbox for Databases runs on your own machine. MCP Toolbox for Databases has noticeably more public adoption.
| MCP Toolbox for Databases | Ai Incident Db | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A90/100 | ? |
| Adoption | Established | — |
| GitHub stars | 16k | – |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | — |
| Last release | 2026-09-18 | — |
| Category | Databases | Databases |