GitLab Code Review — MCP Servers

Overview

Integrates AI assistants with GitLab to enable automated code review, comment posting, and merge request management. This MCP server integrates with the Model Context Protocol to provide AI agents and applications with structured access to GitLab Code Review's capabilities. The server enables seamless interaction between LLMs and the underlying services through standardized protocols. Key integration points include: - Direct API access through MCP tools - Structured data exchange with AI agents - Real-time interaction capabilities - Standardized protocol compliance The server is designed to work with popular MCP clients like Claude Desktop, Cursor, and other AI development environments.

Key Features

Use Cases