What is GitLab Code Review?

GitLab Code Review is an AI-powered tool that integrates AI assistants like Claude and Cursor IDE with GitLab. It automates code review, comment posting, and merge request management directly through the GitLab API.

How does this tool benefit my development workflow?

It streamlines your development process by automating repetitive code review tasks, accelerating merge request cycles, and ensuring consistent feedback, ultimately saving developer time and improving efficiency within GitLab.

What are the core features for code review automation?

It offers complete merge request analysis (diffs, commits, comments), file-specific differential analysis, version comparison, and comprehensive review management including adding comments, approving, and unapproving merge requests.

Which AI assistants are compatible with this tool?

This tool is designed for AI assistants that support the Model Context Protocol (MCP), specifically mentioning integration with Cursor IDE and the Claude desktop application.

What are the system requirements to use GitLab Code Review?

To use this tool, you need Python 3.10+, uv, a GitLab personal access token with `read_api` and `api` scopes, and an MCP-compatible AI assistant like Cursor IDE or Claude desktop.

GitLab Code Review

Name: GitLab Code Review
Author: ffpy

byffpy

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Productivity & Workflow

Collaboration Tools

Developer Tools

Integrates AI assistants with GitLab to enable automated code review, comment posting, and merge request management.

About

This Model Context Protocol (MCP) server seamlessly integrates AI assistants, such as Claude, with GitLab's merge request workflows. It empowers AI to directly interact with GitLab via its API, fetching comprehensive merge request details, analyzing code differences, posting comments, and suggesting improvements. This significantly streamlines the code review process by leveraging AI for initial analysis and feedback, enhancing developer productivity.

Key Features

Comprehensive review management: add comments, approve, and unapprove merge requests
3 GitHub stars
Version comparison across different branches, tags, or commits
Retrieve a list of all merge requests within a project
Complete merge request analysis, including diffs, commits, and comments
File-specific differential analysis for detailed code changes

Use Cases

Automated AI code reviews for GitLab merge requests
Enhancing developer productivity through AI-powered review workflows
AI-assisted feedback and suggestions on code changes