Head to head
Gitlab vs Agent Memory
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Gitlab
Cio.github.mrfentmen/gitlab-mcpNo reviews yet
Public GitLab projects and users. No key required.
Full listing
No reviews yet
Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.
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 Agent Memory (92/100 against 65). Agent Memory has noticeably more public adoption.
| Gitlab | Agent Memory | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C65/100 | A92/100 |
| Adoption | — | Growing |
| GitHub stars | – | 11 |
| Downloads / week | – | 93 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 1 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | — | 2026-09-12 |
| Category | Developer tools | Developer tools |