Advanced GitLab MCP server

The Advanced GitLab MCP server provides a robust Model Context Protocol server for GitLab, exposing 58 command-query (CQRS) tools that cover 230 GitLab operations across 26 entity types. It auto-adapts the toolset to the connected GitLab instance’s version, tier, and token scopes, ensuring agents access only supported operations. Features include CQRS tool mapping, OAuth authentication, connection resilience (auto-reconnect, bounded startup), multi-instance support, Docker deployment, and extensive customization. Ideal for teams and organizations building autonomous agents or applications that automate, analyze, or manage GitLab resources programmatically.