Same name, different servers
GitLab MCP Server: 2 servers share this name
2 MCP servers in the atlas are called GitLab MCP Server. They come from 2 publishers. Verdicts: 1 CAUTION and 1 BLOCK. Check the org and the package before you install.
Cite
Cite this page
ModelsAtlas. “GitLab MCP Server: 2 servers share this name”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/name/gitlab-mcp-server
Our pick
Org-owned product repo, then verdict, then stars
zereight/gitlab-mcp · npm @zereight/mcp-gitlab 2.2.3
Pick this one because it is rated CAUTION, grade F and it has the most stars (2,034).
The rule: a repository owned by an organisation account that carries the product's name comes first, then the better verdict, then the more stars. None of these servers meets the first test, so the verdict and stars decided it. It is a ranking of what the records show, not an endorsement by a vendor.
All 2 side by side
| Server | What it does | Verdict | Tools | Transport | Stars | Last push |
|---|---|---|---|---|---|---|
| GitLab MCP Serverzereight/gitlab-mcp | First gitlab mcp for you, building together | !CAUTION F | 304 tools 37 destructive | sse · stdio · streamable-http | 2,034 | Today |
| gitlab-mcp-serverjmrplens/gitlab-mcp-server | Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+… | ✕BLOCK F | 20 tools No destructive tools | stdio · streamable-http | 43 | Today |
How to tell them apart
Check the package
Install by the full package name (@zereight/mcp-gitlab on npm for our pick), not by searching “GitLab MCP Server”.
Check the org
Every card shows org/repo. Our page for each server links to the exact repository we read.
Check the verdict
A good name says nothing about the code. Open a BLOCK page to see what we found.
Questions
Which GitLab MCP Server MCP server should I use?
Is the GitLab MCP Server MCP server safe?
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- Which GitLab MCP Server MCP server should I use?
- Is the GitLab MCP Server MCP server safe?