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GitLab is a Model Context Protocol (MCP) server designed to bridge AI agents with the extensive GitLab API. It offers a robust set of 44 tools across 18 GitLab entity types, enabling AI to query and manage projects, merge requests, pipelines, and more. With its CQRS architecture, OAuth 2.1 support, and multiple transport modes, GitLab facilitates seamless and secure AI-driven automation and interaction within GitLab environments, enhancing productivity and enabling advanced AI integrations.