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Gitlab Code Review
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Gitlab Code Review

An MCP server for GitLab code review that enables AI assistants to review merge requests via the GitLab API, providing complete change analysis, file difference comparison, and review management functions.
Version controlDeveloper tools.Python
2.5 points
100

Introduction

GitLab MCP for Code Review is a powerful tool that combines AI with GitLab's merge request feature through the Model Context Protocol.

Key Features

This tool supports multiple languages, provides detailed code analysis reports, and can automatically detect potential issues.

Functional Features

Multi - language SupportSupports multiple programming languages to meet the needs of different projects.
Automatic DetectionAutomatically identify potential issues and optimization suggestions in the code.

Advantages and Disadvantages

How to Use

Download and install GitLab MCP for Code Review from the official repository.
Adjust the tool according to the documentation to meet project requirements.

Usage Examples

Get Merge RequestGet detailed information about the merge request of the specified project.
Add CommentAdd a comment to the merge request.

Frequently Asked Questions

Do I need special GitLab permissions?
Can it be used with any GitLab instance?
How to approve a merge request?

Resources

Official GitLab API Documentation
Learn about GitLab's API.
GitLab MCP for Code Review Repository
Source code and issue tracker.
Cursor IDE Integration Guide
Instructions for setting up Cursor IDE with MCP.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "gitlab-mcp-code-review": {
      "command": "/path/to/your/gitlab-mcp-code-review/.venv/bin/python",
      "args": [
        "/path/to/your/gitlab-mcp-code-review/server.py",
        "--transport",
        "stdio"
      ],
      "cwd": "/path/to/your/gitlab-mcp-code-review",
      "env": {
        "PYTHONPATH": "/path/to/your/gitlab-mcp-code-review",
        "VIRTUAL_ENV": "/path/to/your/gitlab-mcp-code-review/.venv",
        "PATH": "/path/to/your/gitlab-mcp-code-review/.venv/bin:/usr/local/bin:/usr/bin:/bin"
      },
      "stdio": true
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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