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Gitlab MCP Server
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Gitlab MCP Server

GitLab MCP Server is a service based on the Model Context Protocol (MCP) that provides seamless integration with the GitLab API and supports developers and AI tools to achieve advanced automation and interactive functions in the GitLab ecosystem.
Developer toolsVersion control#GitLab integration#Automation tool#API interaction#Development assistance.Go
2 points
11.1K
Open Site

Overview

Content Details

Alternatives

What is GitLab MCP Server?

GitLab MCP Server is a tool that provides GitLab API integration capabilities through the Model Context Protocol (MCP). It allows developers and AI tools to seamlessly operate on projects, issues, merge requests, etc. in GitLab.

How to use GitLab MCP Server?

Simply install GitLab MCP Server and configure your GitLab access token to start using it. You can deploy the server via Docker or by directly running the binary file.

Use cases

GitLab MCP Server can be used for automating GitLab processes (such as managing issues and merge requests), data analysis, and building AI-driven applications.

Main features

Project management
Browse and operate on files, branches, commits, and tags in GitLab projects.
Issue management
Create, modify, and view issues and comments in GitLab.
Merge request management
Manage the creation, commenting, approval, and status checking of merge requests.
Security scanning
Access security scanning results such as SAST and Secret Detection.
Search function
Use GitLab's advanced search function to find projects, issues, and code.
Advantages
Seamlessly integrate with the GitLab API without manually writing complex scripts.
Support fine-grained permission control and only expose the required functions.
Provide dynamic tool discovery to optimize model selection efficiency.
Limitations
Requires a valid GitLab access token.
Some advanced features may depend on a specific GitLab version.

How to use

Install Docker
Ensure that Docker is installed and running on your system.
Generate a GitLab access token
Create a personal access token or project access token in GitLab.
Start GitLab MCP Server
Run the server using Docker.

Usage examples

List all issues
Get all issues in the specified project.
Create a merge request
Create a new merge request between two branches.

Frequently Asked Questions

How to configure GitLab MCP Server for a self-hosted GitLab instance?
How to limit the functions exposed by the MCP Server?
Does it support multiple languages?

Related resources

Official GitLab MCP documentation
Understand the basics of the MCP protocol.
GitLab API documentation
Explore detailed information about the GitLab API.
GitHub example code repository
View example code and configurations.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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