$git clone https://github.com/jmrplens/gitlab-mcp-server
Installs into the current project.
Summary
Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 860+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.