Advanced GitLab MCP server

The Advanced GitLab MCP server is an MCP (Model Context Protocol) server that exposes over 44 tools for interacting programmatically with GitLab instances, covering entities such as projects, merge requests, pipelines, issues, wiki, members, and more. It enables AI assistants and MCP-compatible clients to perform tasks like code search, file operations, label and variable management, webhooks, CI/CD pipeline control, user/team management, and search across projects. Designed for developers, DevOps teams, and automation bots, it features robust connection resilience, multi-instance support, OAuth authentication, and commands/queries for fine-grained control over GitLab resources.