Gitlab Mcp Server

Gitlab Mcp Server is an open-source Model Context Protocol (MCP) server that connects AI assistants with both GitLab project resources and a smart code review system. It provides structured access for AI agents to fetch GitLab merge request data, perform automated code reviews, and write comments, with flexible notification through GitLab and Lark (Feishu). It also exposes an advanced code review rules engine, offering best-practice suggestions specific to the project's stack and file type. This server is ideal for engineering teams, AI developers, and organizations wishing to automate code review processes, improve code quality, and tightly integrate GitLab with their workflow tools or conversational AI agents.