What can I do with the GitLab MCP Server?

You can list projects, manage branches, work with merge requests, configure Slack integrations, manage CI/CD pipelines, and administer users and groups—all through an AI interface.

What is the GitLab MCP Server?

It's a Model Context Protocol (MCP) server that lets you interact with your GitLab account using AI assistants. You can review code, manage merge requests, and administer projects.

How do I connect the GitLab MCP Server to my AI assistant?

Configure your AI assistant's MCP settings to point to the server's address (e.g., `http://localhost:3001/mcp`). You'll also need to pass your GitLab API token as an HTTP header (X-GitLab-Token).

How do I install the GitLab MCP Server?

The easiest way is using the pre-built Docker image. You can also use Docker Compose or build from source, following the instructions in the README.

What kind of requests can I make to GitLab through this integration?

You can ask your AI assistant to list projects, get merge request details, add comments, update titles and descriptions, compare branches, and even manage project settings and CI/CD variables.

GitLab

Name: GitLab
Author: atla-digital

Enables interaction with a GitLab account for tasks like reviewing code, managing merge requests, and administering projects via the Model Context Protocol.

About

GitLab enhances interaction with GitLab accounts by providing a comprehensive suite of tools accessible through the Model Context Protocol (MCP). It streamlines workflows, enabling users to efficiently manage repositories, review code, administer projects, and automate CI/CD pipelines. By integrating with AI assistants, this server empowers users to leverage advanced capabilities for code analysis, review, and project management, ultimately boosting productivity and collaboration within development teams.

Key Features

Administers users, groups, and project access levels.
Manages GitLab projects, branches, and repositories.
Configures and controls Slack integrations and webhooks.
Facilitates code reviews with merge request analysis and commenting.
Manages CI/CD pipelines and variables.
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Use Cases

Managing project workflows by updating merge request attributes and automating repository management tasks.
Exploring project structure by browsing projects, branches, and files to understand the codebase.
Reviewing merge requests and providing feedback through comments and internal notes.