glab-mcp

Expose GitLab operations as MCP tools for AI assistants.

1|Updated Apr 18, 2026

Search Tags:#automation #devops #integration #mcp #gitlab #ai-assistants #glab

One-click install

npx skills add https://github.com/a-ng-d/claude-ui-color-palette --skill glab-mcp-a-ng-d

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: glab-mcp
Source: https://github.com/a-ng-d/claude-ui-color-palette/tree/main/skills/gitlab-cli-skills/glab-mcp
Command: npx skills add https://github.com/a-ng-d/claude-ui-color-palette --skill glab-mcp-a-ng-d

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Work with GitLab through Model Context Protocol (MCP) server to expose GitLab features as tools for AI assistants. It enables automated access to projects, issues, merge requests, pipelines, and workflows without manual command prompts.

Core Features & Use Cases

Expose GitLab operations as MCP tools for AI assistants to manage projects, issues, and CI/CD pipelines.
Provide a lightweight MCP server integration to connect Claude Code or other agents to GitLab.
Use case: automatically orchestrate a merge request creation and deployment trigger when a branch is ready.

Quick Start

Start the MCP server with glab mcp serve and configure your AI agent to communicate via the MCP server.

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 a Model Context Protocol server?▼

To connect an AI assistant to GitLab via MCP, start the server using the glab mcp serve command and configure your AI client to communicate through the MCP server, exposing GitLab features as accessible tools.

What GitLab operations can I automate through an MCP integration?▼

Through an MCP integration, you can automate GitLab operations including managing projects, issues, merge requests, pipelines, and CI/CD workflows, allowing AI agents to perform tasks without manual command prompts.

Can I use Claude Code with GitLab MCP tools to manage CI/CD pipelines?▼

Yes, this MCP server provides a lightweight integration to connect Claude Code or other AI agents to GitLab, enabling them to manage projects, issues, and CI/CD pipelines as exposed MCP tools.

What is the best way to automate merge request creation and deployment triggers in GitLab?▼

The best way to automate merge request creation and deployment triggers is by integrating an AI agent with GitLab via the MCP server, which can orchestrate these CI/CD workflows automatically when a branch is ready.

Are there any limitations when using an MCP server to expose GitLab features to AI agents?▼

Yes, the exposure of GitLab operations as AI tools through the MCP server is currently experimental, meaning users should anticipate potential limitations and instability when integrating AI agents with GitLab workflows.