glab-mcp

Manage GitLab projects, issues, merge requests, and pipelines via MCP.

43|5|Updated Jan 30, 2026

Search Tags:#automation #devops #mcp #ai integration #gitlab #code assistant

One-click install

npx skills add https://github.com/vince-winkintel/gitlab-cli-skills --skill glab-mcp

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: glab-mcp
Source: https://github.com/vince-winkintel/gitlab-cli-skills/tree/main/glab-mcp
Command: npx skills add https://github.com/vince-winkintel/gitlab-cli-skills --skill glab-mcp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill enables AI assistants to interact with GitLab projects, issues, merge requests, and pipelines by exposing GitLab features through a Model Context Protocol (MCP) server.

Core Features & Use Cases

AI Assistant Integration: Connects AI coding assistants (like Claude Code) to GitLab.
GitLab Resource Management: Allows AI to manage projects, issues, merge requests, and pipelines.
Use Case: An AI assistant can now help you draft an issue description, create a merge request for a bug fix, or list active pipelines for a project, all through natural language commands.

Quick Start

Start a Model Context Protocol server for GitLab integration.

Frequently Asked Questions about glab-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I connect an AI assistant to GitLab using MCP?▼

You connect an AI assistant to GitLab using a Model Context Protocol server that exposes GitLab features. This allows the AI to directly manage projects, issues, and pipelines through natural language.

What GitLab resources can an AI assistant manage through MCP?▼

An AI assistant can manage GitLab projects, issues, merge requests, and pipelines through MCP. This integration enables AI-driven workflows to draft issue descriptions and list active pipelines.

Do I need the glab CLI tool to use an MCP server for GitLab?▼

Yes, you need the glab CLI tool installed and configured for GitLab access to use the MCP server. The server relies on the glab CLI to authenticate and interact with your GitLab resources.

Can I create a merge request in GitLab using natural language commands?▼

Yes, you can create a merge request in GitLab using natural language commands via an AI assistant. The AI uses the MCP server to interact with GitLab and execute the merge request creation.

What is the best way to automate DevOps workflows in GitLab with AI?▼

Automating DevOps workflows in GitLab with AI is best achieved by exposing GitLab features through an MCP server. This setup allows AI coding assistants to manage pipelines and merge requests directly.