GitLab MCP Server

Example Use Cases

• 1

  Automate and manage GitLab projects, branches, and merge requests.

• 2

  Review code, manage CI/CD pipelines, and handle approvals in GitLab.

• 3

  Interact with GitLab issues, releases, and variables programmatically.

Description

mcp-gitlab is a Model Context Protocol server for the GitLab REST API that offers 83 tools, 7 resources, and 6 prompts enabling AI assistants to manage various GitLab functionalities such as projects, merge requests, CI/CD pipelines, approvals, and issues. It supports both GitLab.com and self-hosted GitLab instances without requiring Duo or Premium plans. The server integrates with multiple AI clients and is built using FastMCP, httpx, and Pydantic, facilitating seamless automation and interaction with GitLab environments.