mcp-gitlab-server

MCP.Pizza Chef: yoda-digital

The mcp-gitlab-server is a robust MCP server designed to integrate GitLab data into AI workflows. It provides structured access to GitLab group projects, repository details, and activity tracking, enabling AI models to interact with GitLab environments in real time. This server facilitates enhanced project management, code review automation, and activity monitoring within MCP-enabled applications.

Use This MCP server To

List GitLab group projects with detailed metadata Track recent activity and commits across GitLab repositories Enable AI-driven code review and merge request analysis Automate project status reporting from GitLab data Integrate GitLab project insights into developer copilot tools Monitor repository changes and trigger notifications Aggregate GitLab issue and merge request summaries for AI models

README

GitLab MCP Server

A powerful Model Context Protocol (MCP) server for GitLab integration, enabling AI assistants to interact with your GitLab resources.

✨ Features

Comprehensive GitLab API Integration - Access repositories, issues, merge requests, wikis, and more
Both Transports Supported - Use with stdio or Server-Sent Events (SSE)
Consistent Response Formatting - Standardized pagination and response structures
Strong TypeScript Typing - Built with the MCP SDK for type safety
Complete Documentation - Examples for all available tools

🔍 Supported Operations

Repository Management - Search, create, fork repositories
File Handling - Read, create, update files
Branch Operations - Create and manage branches
Issue Tracking - Create, list, filter issues
Merge Requests - Create, list, review merge requests
Group Management - List group projects and members
Project Activity - Track events and commit history
Wiki Management - Full support for project and group wikis with attachments
Member Management - List and manage project/group members

🚀 Getting Started

mcp-gitlab-server FAQ

How do I authenticate the mcp-gitlab-server with my GitLab instance?

You authenticate using a personal access token configured in the server settings, enabling secure API access.

Can the mcp-gitlab-server handle multiple GitLab groups simultaneously?

Yes, it supports multiple groups, allowing aggregated project and activity data retrieval across them.

What GitLab data does the server expose to the MCP client?

It exposes group projects, repository metadata, commit histories, merge requests, and activity logs.

Is the mcp-gitlab-server compatible with different GitLab versions?

It supports GitLab's REST API v4, compatible with most recent GitLab self-hosted and GitLab.com versions.

How does the server ensure data privacy and security?

It scopes access via tokens and limits data exposure to authorized MCP clients only.

Can I customize the data fields exposed by the mcp-gitlab-server?

Yes, the server configuration allows filtering and selecting specific project and activity fields.

Does the server support real-time updates or polling?

It primarily uses polling to fetch recent activity and project changes at configurable intervals.

How do I deploy the mcp-gitlab-server?

It can be deployed as a standalone Node.js service with environment variables for configuration.