gitlab-mcp-server

3.2

If you are the rightful owner of gitlab-mcp-server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

The GitLab MCP Server is a Model Context Protocol server that integrates with GitLab APIs to automate workflows and enhance AI tool interactions within the GitLab ecosystem.

The GitLab MCP Server is designed to facilitate seamless integration with GitLab APIs, providing developers and AI tools with advanced automation and interaction capabilities. It supports automating workflows, managing issues and merge requests, and extracting data from GitLab projects. The server can be run using Docker or built from source, and it requires a GitLab Access Token for authentication. It offers configurable toolsets to control the GitLab API functionalities exposed to AI tools, enhancing tool selection and reducing context size. The server supports both GitLab.com and self-managed GitLab instances, and it allows for dynamic tool discovery and internationalization of tool descriptions.

Features

Seamless integration with GitLab APIs for automation and interaction.
Configurable toolsets for fine-grained control over API capabilities.
Support for both GitLab.com and self-managed GitLab instances.
Dynamic tool discovery to prevent overwhelming language models.
Internationalization and customization of tool descriptions.

Related MCP Servers

View all developer_tools servers →

context7

4.9

by upstash

Context7 MCP provides up-to-date, version-specific documentation and code examples directly into your prompt, enhancing the capabilities of LLMs by ensuring they use the latest information.

developer_tools

claude-task-master

4.8

by eyaltoledano

Task Master is a task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.

ai_chatbot

git-mcp

4.6

by idosal

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.

developer_tools

mcp-shrimp-task-manager

4.6

by cjo4m06

MCP Shrimp Task Manager is an intelligent task management system based on Model Context Protocol (MCP), designed to enhance programming workflows for AI Agents.

os_automation

code2prompt

4.5

by mufeedvh

Code2Prompt is a tool that converts your codebase into a single LLM prompt, facilitating code analysis and generation.

developer_tools

mindsdb

4.5

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

databases

mcp-installer

4.5

by anaisbetts

mcp-installer is a server that facilitates the installation of other MCP servers using Claude.

developer_tools

mcpdoc

4.5

by langchain-ai

MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.

developer_tools

osp_marketing_tools

4.4

by open-strategy-partners

A comprehensive suite of tools for technical marketing content creation, optimization, and product positioning based on Open Strategy Partners' proven methodologies.

communication

mcp-svelte-docs

4.4

by spences10

A Model Context Protocol (MCP) server that provides a comprehensive reference guide for Svelte 5, helping LLMs provide accurate guidance when users are working with Svelte.

developer_tools

DesktopCommanderMCP

4.4

by wonderwhy-er

Desktop Commander MCP is a tool that allows users to search, update, manage files, and run terminal commands using AI, without incurring API token costs.

file_systems

paelladoc

4.3

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

ai_chatbot

mcp-compass

4.3

by liuyoshio

MCP Compass is a discovery and recommendation service for exploring Model Context Protocol servers using natural language queries.

research_and_data

wcgw

4.3

by rusiaaman

wcgw is an MCP server with tightly integrated shell and code editing tools, designed to empower chat applications like Claude to code, build, and run on your local machine.

developer_tools

Office-PowerPoint-MCP-Server

4.3

by GongRzhe

A MCP server for PowerPoint manipulation using python-pptx, providing tools for creating, editing, and manipulating PowerPoint presentations.

file_systems

dev-mcp

4.3

by Shopify

This project implements a Model Context Protocol (MCP) server that interacts with Shopify Dev, supporting various tools to interact with different Shopify APIs.

developer_tools

evm-mcp-server

4.2

by mcpdotdirect

A comprehensive Model Context Protocol (MCP) server that provides blockchain services across multiple EVM-compatible networks.

finance

github-mcp-server

4.1

by github

The GitHub MCP Server is a Model Context Protocol server that integrates with GitHub APIs for automation and interaction.

developer_tools

rapidocr-mcp

4.0

by z4none

RapidOCR MCP Server is a Model Context Protocol server that provides an easy-to-use OCR interface.

ai_chatbot

mcp-datetime

4.0

by ZeparHyfar

A datetime formatting service implemented as an MCP server for the Claude Desktop Application.

developer_tools

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

cloud_platforms

magic-mcp

3.8

by 21st-dev

Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

developer_tools

mcp-atlassian

3.8

by sooperset

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). This integration supports both Confluence & Jira Cloud and Server/Data Center deployments.

cloud_platforms

supabase-mcp

3.8

by supabase-community

Connect your Supabase projects to AI assistants using the Model Context Protocol (MCP) server.

databases

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

communication

tabby-mcp-server

3.8

by thuanpham582002

Tabby-MCP-Server is a powerful plugin that implements a Model Context Protocol (MCP) server, enabling AI-powered terminal control and automation.

ai_chatbot

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

cloud_platforms