GitLab MCP Server

GitLab MCP Server

Enables AI models to interact with GitLab instances for branch management and merge request operations via the Model Context Protocol.

Category
Visit Server

README

GitLab MCP Server

[!NOTE] This documentation is available in 简体中文.

A GitLab API server built on the Model Context Protocol (MCP). This server provides a set of tools that allow AI models to interact with GitLab instances, with a focus on branch management and merge request (MR) operations.

Project Info

  • Package: @jesbrian/gitlab-mcp-server
  • Version: 0.2.4
  • Type: CommonJS
  • Main Entry: index.js
  • Executable: gitlab-mcp-server
  • Config Module: config/Config.js

Project Structure

gitlab-mcp-server/
├── index.js                          # Main entry file
├── config/                           # Config directory
│   └── Config.js                     # Centralized config file
├── lib/                              # Library directory
│   └── GitLabClient.js               # GitLab API client
├── package.json
└── README.md

Modular Design

  • GitLabClient.js: Client class encapsulating GitLab API calls (root directory)
  • config/Config.js: Centralized management for all configuration items (GitLab connection, client options, MCP Server config, Tools definitions)
  • index.js: MCP Server main logic, handles tool invocations and request processing

Features

  • User Management: Get current GitLab user information.
  • Project Management: Search projects, get project ID mappings, and retrieve project details.
  • Branch Management:
    • List repository branches.
    • Create new branches (supports specifying source branch/tag).
    • Delete branches.
  • Merge Request (MR) Management:
    • Create MRs (supports standard creation and quick creation for public repositories).
    • Get MR status (including merge status, conflict detection).
    • Execute merge operations.
    • Close MRs.
    • Poll and wait for MR to become mergeable (supports timeout settings).

Configuration

All configuration items are centralized in lib/config/Config.js, customizable via environment variables:

Configure the following environment variables:

Variable Description Required Default
GITLAB_URL GitLab instance URL (e.g., https://gitlab.example.com) Yes -
GITLAB_PRIVATE_TOKEN GitLab personal access token (Private Token) Yes -
TIMEOUT Request timeout in milliseconds No 10000
WAIT_INTERVAL Polling interval in milliseconds No 2000

Usage

As an MCP Server

Add to Claude Desktop configuration file:

Option 1: Using npx (Recommended)

{
  "mcpServers": {
    "gitlab": {
      "command": "npx",
      "args": ["@jesbrian/gitlab-mcp-server"],
      "env": {
        "GITLAB_URL": "https://your-gitlab-url.com",
        "GITLAB_PRIVATE_TOKEN": "your-private-token"
      }
    }
  }
}

Option 2: Local Path

Start the project locally first, then configure Claude Code:

# After cloning the project, enter the directory and install dependencies
cd gitlab-mcp-server
npm install

# Start the service locally (choose one method)
npm start              # Option 1: Use npm scripts
node index.js          # Option 2: Run directly
gitlab-mcp-server      # Option 3: Install globally and use command

Add to Claude Code MCP configuration:

{
  "mcpServers": {
    "gitlab": {
      "command": "node",
      "args": ["/path/to/gitlab-mcp-server/index.js"],
      "env": {
        "GITLAB_URL": "https://your-gitlab-url.com",
        "GITLAB_PRIVATE_TOKEN": "your-private-token"
      }
    }
  }
}

Available Tools

User & Project Management

  • get_current_user: Get current GitLab user information.
  • get_project_ids: Search projects by name and get project ID mappings (returns IDs across different namespaces).
  • get_project: Get detailed information for a specified project.

Branch Operations

  • get_repository_branches: List branches of a project.
  • create_branch: Create a new branch (can specify source branch/tag, defaults to master).
  • delete_branch: Delete a branch.

Merge Request (MR)

  • create_merge_request: Create a merge request (supports custom title and description).
  • create_merge_request_to_public: Quick tool that auto-detects personal and public repositories, creates MR from personal branch to public repository.
  • merge_branch: Execute merge operation.
  • get_merge_request_status: Get current MR status (including merge status, conflicts, etc.).
  • close_merge_request: Close a merge request.
  • wait_for_mergeable_status: Poll and wait for MR to become mergeable (supports timeout, default 5 minutes).

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured