Connects Claude to GitLab's REST API for code review workflows. You get tools to fetch merge requests, list branches, read file contents, and post review comments. The gitlab_code_review tool analyzes entire MRs, while gitlab_branch_code_review and gitlab_commit_review let you scope reviews to specific branches or commits. It includes a rule engine that surfaces language-specific review guidelines for TypeScript, React, Go, Python, and Rust projects. The write_gitlab_mr_note tool supports flexible notification modes: post to GitLab only, send to Lark (Feishu) only, or both. Requires a GitLab personal access token. Useful when you want Claude to review diffs, enforce project-specific coding standards, or automate review comments across your team's merge request workflow.
claude mcp add --transport stdio dubuqingfeng-gitlab-mcp-server uvx gitlab-mcp-server