Head to head
gitlab-mcp vs ZopDev 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
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
Full listingNo reviews yet
Cloud cost, inventory and governance on AWS/Azure/GCP. Read-only by default, optional scoped writes
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 ZopDev MCP (97/100 against 75). ZopDev MCP is hosted and callable through the gateway; gitlab-mcp runs on your own machine. gitlab-mcp has noticeably more public adoption.
| gitlab-mcp | ZopDev MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B75/100 | A97/100 |
| Adoption | Widely used | Growing |
| GitHub stars | 2.0k | 0 |
| Downloads / week | 97k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-16 | 2026-09-16 |
| Category | Developer tools | Developer tools |