Gitlab Mr MCP
G

Gitlab Mr MCP

GitLab MR MCP is a service based on the Model Context Protocol (MCP), which provides the ability for AI agents to interact with GitLab repositories, including managing merge requests, viewing code differences, adding comments, and other functions.
2.5 points
8.5K

What is GitLab MR MCP?

GitLab MR MCP is an intelligent service that allows AI assistants to directly interact with code merge requests (Merge Requests) and issues on the GitLab platform. Through this service, AI can view project information, obtain code changes, read discussion comments, and participate in the code review process.

How to use GitLab MR MCP?

You can connect GitLab MR MCP to your AI assistant (such as Claude) through simple installation steps. After installation, the AI will be able to help you manage code reviews and issue tracking on GitLab according to your instructions.

Use cases

This service is particularly suitable for scenarios where development teams want AI assistants to participate in code reviews, automate code quality checks, or help manage project issue tracking.

Main features

Project browsing
View a list of all GitLab projects you have access to
Merge request management
Get details, comments, and code change differences of merge requests
Intelligent commenting
AI can add general comments or comments targeting specific code lines in merge requests
Issue tracking
Get detailed information about GitLab issues
Advantages
Improve code review efficiency, as AI can participate in reviews 24/7
Reduce fatigue and omissions in manual reviews
Seamlessly integrate with existing GitLab workflows
Support line-level code comments to precisely point out issues
Limitations
Requires a valid GitLab access token
The code understanding ability of AI is limited and cannot completely replace manual reviews
Currently does not support approval/rejection operations for merge requests

How to use

Install the service
Use Smithery for automatic installation or manually set up the service
Configure access permissions
Ensure that your GitLab token has api and read_api permissions
Start using
Interact with GitLab by sending instructions through the AI assistant

Usage examples

Code review assistant
AI automatically checks newly submitted code and provides improvement suggestions
Issue tracking
Quickly get detailed information about project issues

Frequently Asked Questions

What kind of GitLab access token do I need?
Can AI directly merge code?
What should I do if I encounter a 403 error?

Related resources

GitLab API documentation
Official GitLab API documentation
GitLab MR MCP source code
Project GitHub repository
Introduction to the MCP protocol
Official documentation of the Model Context Protocol

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
10.1K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.9K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.4K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
7.9K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.2K
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
14.8K
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
24.8K
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
15.6K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
43.6K
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#
20.3K
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
45.6K
4.5 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
15.0K
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
29.4K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase