Same name, different servers
GitLab MCP server: 3 servers share this name
3 MCP servers in the atlas are called GitLab. They come from 3 publishers. Verdicts: 2 CAUTION and 1 BLOCK. Check the org and the package before you install.
Cite
Cite this page
ModelsAtlas. “GitLab MCP server: 3 servers share this name”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/name/gitlab
Our pick
Org-owned product repo, then verdict, then stars
yoda-digital/mcp-gitlab-server · npm @yoda.digital/gitlab-mcp-server 0.9.1
Pick this one because it is published from the yoda-digital organisation account under the product's name and it is rated CAUTION, grade B.
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. It is a ranking of what the records show, not an endorsement by a vendor.
All 3 side by side
| Server | What it does | Verdict | Tools | Transport | Stars | Last push |
|---|---|---|---|---|---|---|
| GitLabyoda-digital/mcp-gitlab-server | Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor,… | !CAUTION B | 89 tools 6 destructive | sse · stdio · streamable-http | 64 | 55 days ago |
| GitLabzereight/gitlab-mcp | First gitlab mcp for you, building together | !CAUTION F | 293 tools 35 destructive | sse · stdio · streamable-http | 1,998 | Today |
| GitLabjmrplens/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 (@yoda.digital/gitlab-mcp-server on npm for our pick), not by searching “GitLab”.
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 should I use?
Is the GitLab 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 should I use?
- Is the GitLab MCP server safe?