AIBase
EN
Explore
Gitlab Review
G

Gitlab Review

MCP GitLab server extension that provides comment and review functions for merge requests, including obtaining request information, the latest version, and submitting comments.
Version controlDeveloper tools#Code review#GitLab extension#Merge request Local.TypeScript
2.5 points
9.9K
Open Site

Overview

Tools List

Content Details

Alternatives

What is MCP GitLab Review Server?

MCP GitLab Review Server is an extension of the GitLab server, specifically designed to enhance the review function of merge requests. It allows team members to more conveniently obtain merge request information, view the latest version, and submit review comments.

How to use MCP GitLab Review Server?

Before use, you need to configure the GitLab personal access token and API address. After configuration, you can obtain merge request information, version history, and submit comments through the provided API endpoints.

Use cases

Suitable for development teams that need to conduct code reviews, especially projects that use GitLab as the version control system and require a structured review process.

Main features

Obtain merge request information
Obtain detailed information of a specified merge request, including the author, creation time, target branch, etc.
View version history
View the version history of a merge request to understand the changes in each update.
Submit review comments
Submit structured comments in a merge request, supporting code review and discussion.
Advantages
Simplify the review process of GitLab merge requests
Provide a structured comment interface
Be compatible with the standard GitLab API
Limitations
Require a GitLab personal access token
Only support the GitLab platform
Require API endpoint configuration

How to use

Configure environment variables
Set the GitLab personal access token and API address
Obtain merge request information
Use a GET request to obtain detailed information of a specific merge request
Submit review comments
Use a POST request to create a new discussion thread in a merge request

Usage examples

Code review
Team members use this service to review code changes in a merge request and leave specific comments
Change tracking
Project managers view the version history of a merge request to understand the specific changes in each update

Frequently Asked Questions

How to obtain a GitLab personal access token?
What should I do if the API request returns a 401 error?
Can I comment on multiple lines of code at the same time?

Related resources

GitLab API documentation
Official GitLab merge request API documentation
MCP project repository
Source code of MCP GitLab Review Server

Installation

Copy the following command to your Client for configuration
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
9.5K
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
10.1K
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
15.9K
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
6.7K
4 points
P
Paperbanana
Python
8.9K
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
8.7K
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
10.0K
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
8.9K
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
38.1K
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
80.3K
4.3 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
28.5K
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
23.8K
4.5 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
69.6K
4.5 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#
37.4K
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
24.0K
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
56.4K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2026AIBase