AIBase
EN
Explore
Custom Gitlab MCP Server
C

Custom Gitlab MCP Server

A custom GitLab MCP server for integrating with AI assistants such as Claude, providing GitLab repository operation functions.
Version controlDeveloper tools#GitLab Integration#AI Assistant#Repository Management#Development Tools.JavaScript
2 points
8.4K
Open Site

Overview

Installation

Content Details

Alternatives

What is the GitLab MCP Server?

The GitLab MCP Server is a tool designed specifically for AI assistants. It allows you to perform various tasks through the GitLab platform, such as searching for projects, managing files, and creating branches.

How to use the GitLab MCP Server?

First, install and configure your environment. Then, set up the API key and URL according to the guide. Next, you can start using the provided tools to complete the required operations.

Applicable Scenarios

Suitable for developers and teams that need to interact with GitLab repositories frequently, such as writing automated scripts and assisting with code reviews.

Main Features

Search Repositories
Quickly find specific projects on GitLab.
Get File Content
Download the content of a file or directory from a specified location.
Create or Update Files
Directly edit and save files on GitLab.
Batch Commit Files
Commit multiple files to GitLab at once.
Create New Repository
Easily create a new GitLab project.
Generate Issues and Merge Requests
Submit new issues or request code change merges.
Fork Repository
Copy an existing repository for independent development.
Create New Branch
Create a new development branch based on the main branch.
Advantages
Simplifies the complex GitLab operation process.
Improves work efficiency.
Supports multiple advanced functions to meet diverse needs.
Limitations
Requires a personal access token, which may involve security issues.
Some advanced functions may depend on specific permission levels.

How to Use

Install the Server
Clone this repository and run the installation command.
Configure Environment Variables
Set the necessary environment variables such as the API URL and access token.
Start the Server
Run the server script using Node.js.

Usage Examples

Example of Searching for Repositories
Demonstrate how to find GitLab projects that meet the criteria.
Example of Creating a New Branch
Show how to create a new development branch based on the current branch.

Frequently Asked Questions

How to ensure the security of my access token?
Can large file uploads be handled?

Related Resources

Official Documentation
Official documentation for the GitLab API.
GitHub Repository
Source code hosting address.

Installation

Copy the following command to your Client for configuration
{
     "mcpServers": {
       "github.com/modelcontextprotocol/servers/tree/main/src/gitlab": {
         "command": "node",
         "args": [
           "/path/to/custom-gitlab-server/index.js"
         ],
         "env": {
           "GITLAB_PERSONAL_ACCESS_TOKEN": "your-gitlab-token",
           "GITLAB_API_URL": "https://your-gitlab-instance/api/v4"
         }
       }
     }
   }
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
6.6K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
6.7K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
5.8K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
5.7K
4 points
P
Paperbanana
Python
7.1K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
8.2K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.9K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
6.9K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
25.3K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
35.3K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
21.9K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
73.7K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
33.5K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
66.1K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
50.8K
4.8 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
21.5K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2026AIBase