Skip to main content
Glama
LokiMCPUniverse

GitLab MCP Server

by LokiMCPUniverse
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

GitLab MCP Server

Gitlab Mcp Server

GitHub stars GitHub forks GitHub watchers

License Issues Pull Requests Last Commit

Python MCP

Commit Activity Code Size Contributors

A Model Context Protocol (MCP) server for integrating GitLab with GenAI applications.

Overview

DevOps platform with CI/CD integration

Related MCP server: GitLab MCP Server

Features

  • Comprehensive GitLab API coverage

  • Multiple authentication methods

  • Enterprise-ready with rate limiting

  • Full error handling and retry logic

  • Async support for better performance

Installation

pip install gitlab-mcp-server

Or install from source:

git clone https://github.com/asklokesh/gitlab-mcp-server.git
cd gitlab-mcp-server
pip install -e .

Configuration

Create a .env file or set environment variables according to GitLab API requirements.

Quick Start

from gitlab_mcp import GitlabMCPServer

# Initialize the server
server = GitlabMCPServer()

# Start the server
server.start()

License

MIT License - see LICENSE file for details

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • GitLab MCP Server

    lucky-dersan
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides GitLab integration for AI assistants using Model Context Protocol, enabling repository operations, file management, issue tracking, merge requests, and branch/tag administration through natural language.
    2
    -

  • GitLab MCP Server

    poly-mcp
    A
    license
    Not graded
    quality
    C
    maintenance
    Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pipelines, and create Architecture Decision Records. It enables seamless code searching, pipeline triggering, and deployment management through the Model Context Protocol.
    1
    MIT

  • GitLab MCP Server

    SynclyAI
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.
    1
    MIT

  • GitLab MCP Server

    masx200
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to interact with GitLab by wrapping the REST API v4 into executable tools for repository and branch management. It supports operations like creating projects, managing branches, and retrieving user information through the Model Context Protocol.
    10 npm
    1
    ISC