GitLab MCP Server

Example Use Cases

• 1

  List and inspect GitLab projects, branches, and repository file contents to understand codebase structure.

• 2

  Review merge requests, show diffs, add comments or internal notes, and update MR metadata programmatically.

• 3

  Manage CI/CD and integrations such as pipelines, variables, webhooks, and project-level settings in GitLab.

Description

This server exposes GitLab functionality over the Model Context Protocol so assistants can list projects, fetch diffs, comment on and update merge requests, manage branches, pipelines, webhooks, and CI/CD variables. It's an extended, open-source implementation based on the MCP GitLab Server, intended to enable programmatic code review and repository management through AI agents. The server is designed for local deployment and integrates with MCP-enabled clients via a Node.js executable and a GitLab API token.