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mcp-gitlab MCP Server: Tools, Setup for Claude Code, Cursor & More

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Not the official GitLab MCP server. This one is built by the community. GitLab makes its own: GitLab MCP Server →

GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only

Works in

12 should work

Tap an app to see how to set it up and any known problems.

Install mcp-gitlab

Claude Code

  1. 1

    Copy this prompt.

    Add the mcp-gitlab server to Claude Code. Run this command:
    
    claude mcp add gitlab -e GITLAB_URL=<GITLAB_URL> -- uvx mcp-gitlab
    
    Ask me for GITLAB_URL and only put the values in that config, nowhere else.
    
    Then check that it loaded and tell me if I need to sign in or restart.
  2. 2

    Paste it into Claude Code. It shows the change and asks before running it.

Requires uv (Python).

Built from the package data we hold. Not yet tested by us.

Tools

We don't list mcp-gitlab's tools here yet. After you connect it, ask your assistant "What can you do with mcp-gitlab?" to see them.

Security advisories

none published

No published security advisories as of Nov 1, 2026.

Information

updated Nov 2, 2026

Publisher
Community
Package
mcp-gitlab
Registry
PyPI
Transport
stdio
Version
0.21.2
License
MIT
Last commit
Oct 26, 2026
Open issues
4
Listed in
Official MCP registry

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Other GitLab MCP servers

Facts from the official MCP registry, GitHub, npm, PyPI and the Docker catalog. Updated Nov 2, 2026.