Verified:GitHub

glab-mcp

Expose GitLab projects, issues, merge requests, and pipelines as MCP tools.

Updated Mar 15, 2026

Search Tags:#developer tools #ci/cd #mcp #ai integration #gitlab #code assistant

One-click install

npx skills add https://github.com/ProyectoG007/Skill.bat --skill glab-mcp-proyectog007

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: glab-mcp
Source: https://github.com/ProyectoG007/Skill.bat/tree/main/scripts/05_Dev_Tools/07.%20gitlab-cli-skills-1.11.0/glab-mcp
Command: npx skills add https://github.com/ProyectoG007/Skill.bat --skill glab-mcp-proyectog007

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, streamlining development workflows.

Core Features & Use Cases

GitLab Integration: Exposes GitLab features as tools for AI assistants.
MCP Server: Acts as a Model Context Protocol server for AI integration.
Use Case: An AI assistant can use this Skill to list open merge requests in a project, summarize their changes, and even suggest reviewers.

Quick Start

Start the 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 integrate GitLab with an AI assistant to manage merge requests?▼

You can integrate GitLab with an AI assistant by using a Model Context Protocol server that exposes GitLab projects, issues, merge requests, and pipelines as callable tools. This facilitates interaction and streamlines development workflows directly through the assistant.

What is a Model Context Protocol server for GitLab used for?▼

A Model Context Protocol server for GitLab is used to expose GitLab features as tools for AI assistants. It enables the AI to interact with GitLab projects, issues, and pipelines to streamline development workflows.

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

Yes, you need the glab CLI installed. The Skill requires glab CLI and Model Context Protocol server capabilities to facilitate AI assistant integration with GitLab through a stdio transport.

Can an AI assistant automatically list and summarize open merge requests in GitLab?▼

Yes, an AI assistant can list open merge requests in a GitLab project, summarize their changes, and suggest reviewers by using the GitLab features exposed through the Model Context Protocol server.

What is the best way to allow my AI code assistant to interact with GitLab pipelines?▼

The best way is to implement a Model Context Protocol server that provides GitLab integration. This exposes GitLab pipelines and projects as tools, allowing the AI assistant to interact with them directly.

How does an AI assistant connect to GitLab through a stdio transport?▼

An AI assistant connects to GitLab by interacting with a Model Context Protocol server running over stdio transport. This server uses the glab CLI to expose GitLab features as tools for the assistant.