GitLab MCP Server
Connect your AI assistant to GitLab so it can review merge requests, triage pipelines, manage issues, and draft releases — in plain language. One static binary (or a container), 1000+ GitLab tools over the full REST + GraphQL API, working with Claude, Cursor, VS Code, and any MCP client.
You talk to your AI assistant; it does the GitLab work. No project IDs, API endpoints, or JSON to remember.
"Review merge request !15 — is it safe to merge?" · "Why did the last pipeline fail?" · "List open issues assigned to me" · "Generate release notes from v1.0 to v2.0"
🤖 Using an AI assistant? Give it this repository URL and ask it to install the server for your client. Everything a model needs to do it headlessly — the declarative per-client config,
claude mcp addone-liners, and defaults — is inllms.txt(no interactive wizard required).
Install in 60 seconds
Pick one. Each path ends with you typing a prompt to your assistant.
