GitLab MCP Server

Example Use Cases

• 1

  List and retrieve details of GitLab projects, merge requests, commits, pipelines, and issues.

• 2

  Create merge request notes and new merge requests with branch protection restrictions.

• 3

  That require secure, restricted write access to GitLab to prevent accidental changes to protected branches.

Description

This MCP server provides a structured and secure interface for AI assistants to perform common GitLab operations such as listing projects, merge requests, issues, and creating merge request notes. It supports multiple transport methods including stdio and SSE, and enforces strict security restrictions to prevent accidental modifications to protected branches. The server is easy to deploy via Docker or from source, making integration with AI clients straightforward and safe.