Gitlab MCP
G

Gitlab MCP

An improved GitLab MCP server that provides rich GitLab operation interfaces and enhanced features
2.5 points
6.5K

What is the Better GitLab MCP Server?

The Better GitLab MCP Server is a tool based on the GitLab API that allows users to perform project management, file operations, branch management, and merge request processing through the Model Context Protocol (MCP).

How to use the Better GitLab MCP Server?

Simply set the necessary environment variables and use the provided commands to start operating your GitLab projects.

Applicable scenarios

Suitable for enterprises, development teams, and individual developers who need to automate GitLab project management.

Main features

Create or update a file
Create or update a single file in a GitLab project.
Push multiple files
Commit multiple files to a GitLab project at once.
Search repositories
Search for GitLab projects based on keywords.
Create a new repository
Quickly create a new GitLab project.
Get file contents
Read the contents of a file or directory in a GitLab project.
Create an issue
Create a new issue in a GitLab project.
Create a merge request
Initiate a new merge request.
Fork a repository
Fork an existing project on GitLab.
Create a new branch
Create a new branch in a GitLab project.
Get merge request details
View detailed information about a specific merge request.
Update a merge request
Modify the status or information of an existing merge request.
Add a comment
Add a new comment to an issue or merge request.
List projects
Filter and list available GitLab projects.
List labels
Get all labels in a project.
Get a single label
Get detailed information about a label in a specific project.
Create a new label
Add a new label to a project.
Update a label
Modify the information of an existing label.
Delete a label
Remove a specified label from a project.
List group projects
List all projects in a GitLab group.
Advantages
Supports multiple GitLab operations, improving work efficiency.
Enhanced read - write permission control to ensure data security.
Rich API interfaces for easy integration into other systems.
Performance optimization to improve response speed.
Limitations
Requires configuration of a personal access token, which may be complex for beginners.
Some advanced features may depend on GitLab Enterprise Edition.
Network latency may affect the efficiency of remote operations.

How to use

Install dependencies
Ensure that Node.js and npm are installed.
Set environment variables
Configure the GitLab personal access token and API URL.
Run the server
Start the Better GitLab MCP Server.

Usage examples

Create a new file
Create a new file named 'README.md' in a GitLab project.
Create a merge request
Create a merge request from the 'feature - branch' to the'main' branch.

Frequently Asked Questions

How to set up a personal access token?
Why can't I connect to the GitLab API?
How to restrict read - write permissions?

Related resources

Official documentation
Official documentation for the GitLab API.
GitHub repository
Source code for the Better GitLab MCP Server.
Video tutorial
Quick - start video.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "GitLab communication server": {
      "command": "npx",
      "args": ["-y", "@zereight/mcp-gitlab"],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "your_gitlab_token",
        "GITLAB_API_URL": "your_gitlab_api_url",
        "GITLAB_READ_ONLY_MODE": "true"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
8.0K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
8.7K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
6.5K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
10.0K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
6.7K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.8K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
7.9K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
7.3K
4.5 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
22.5K
4.3 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
18.6K
4.5 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
31.8K
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
65.1K
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#
28.7K
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
58.9K
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
43.5K
4.8 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
86.9K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase