GitLab MCP Server
Integrates GitLab with GenAI applications via the Model Context Protocol, enabling GitLab API operations such as managing projects, issues, and CI/CD through natural language.
README
GitLab MCP Server
<div align="center">
Gitlab Mcp Server
</div>
A Model Context Protocol (MCP) server for integrating GitLab with GenAI applications.
Overview
DevOps platform with CI/CD integration
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
Recommended Servers
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.
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.
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.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
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.
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.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
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.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.