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mcp-gitlab

Requires Setup

A tool-rich MCP server that allows AI assistants to manage GitLab workflows including merge requests, code reviews, and project exploration.

Tools
7
Updated
Aug 7, 2025
Validated
Jan 9, 2026

Quick Install

npx -y mcp-gitlab

MCP GitLab Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with GitLab. This server provides tools to view and manage merge requests, get project information, and perform review actions.

Features

  • 🔍 View Merge Requests: See MRs you created or need to review
  • 📋 Get MR Details: Get comprehensive information about specific merge requests
  • Review Actions: Approve or unapprove merge requests
  • 📝 Update MRs: Modify titles, descriptions, and states
  • 🏗️ Project Management: List accessible GitLab projects

Installation

  1. Clone this repository:
git clone <repository-url>
cd mcp-gitlab
  1. Install dependencies:
npm install
  1. Build the project:
npm run build
  1. Set up environment variables:
cp sample.env .env
# Edit .env with your GitLab configuration

Configuration

Create a .env file with the following variables:

GITLAB_URL=https://gitlab.com
GITLAB_TOKEN=your_gitlab_personal_access_token_here

Getting a GitLab Personal Access Token

  1. Go to your GitLab instance (e.g., gitlab.com)
  2. Navigate to User Settings → Access Tokens
  3. Create a new token with the following scopes:
    • api - Full API access
    • read_user - Read user information
    • read_repository - Read repository information

Available Tools

get-my-merge-requests

Get merge requests created by the current user.

Parameters:

  • state (optional): Filter by state (opened, closed, merged, all). Default: opened

get-merge-requests-for-review

Get merge requests assigned to the current user for review.

Parameters:

  • state (optional): Filter by state (opened, closed, merged, all). Default: opened

get-merge-request-details

Get detailed information about a specific merge request.

Parameters:

  • project_id (required): The project ID
  • merge_request_iid (required): The merge request IID (internal ID)

approve-merge-request

Approve a merge request.

Parameters:

  • project_id (required): The project ID
  • merge_request_iid (required): The merge request IID

unapprove-merge-request

Remove approval from a merge request.

Parameters:

  • project_id (required): The project ID
  • merge_request_iid (required): The merge request IID

update-merge-request

Update a merge request's title, description, or state.

Parameters:

  • project_id (required): The project ID
  • merge_request_iid (required): The merge request IID
  • title (optional): New title for the merge request
  • description (optional): New description for the merge request
  • state_event (optional): State change to apply (close, reopen, merge)

get-projects

Get list of GitLab projects the user has access to.

Parameters: None

Usage with MCP Clients

This server can be used with any MCP-compatible client. Here's an example configuration for Claude Desktop:

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "gitlab": {
      "command": "/path/to/mcp-gitlab/build/index.js",
      "env": {
        "GITLAB_URL": "https://gitlab.com",
        "GITLAB_TOKEN": "your_token_here"
      }
    }
  }
}

Example Interactions

Once connected, you can ask the AI assistant things like:

  • "Show me my open merge requests"
  • "What merge requests do I need to review?"
  • "Get details for merge request !123 in project 456"
  • "Approve the merge request !789 in project 101"
  • "List all my GitLab projects"

Development

To make changes to the server:

  1. Edit the TypeScript files in src/
  2. Build with npm run build
  3. Test your changes

License

ISC

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