Head to head
Citadel vs Vector Panda
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
Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools
Full listingNo reviews yet
Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
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 Citadel (82/100 against 70). Vector Panda is hosted and callable through the gateway; Citadel runs on your own machine. Citadel has noticeably more public adoption.
| Citadel | Vector Panda | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B82/100 | B70/100 |
| Adoption | Growing | New |
| GitHub stars | 3 | – |
| Downloads / week | 594 | – |
| 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 | 2026-09-13 | — |
| Category | Databases | Databases |