Integrates AI assistants with GitLab, providing intelligent context awareness, URL deduction, and over 143 specialized tools for various operations.
EGMA, the Enhanced GitLab Model Context Protocol (MCP) API Server, is designed to empower AI assistants like Claude Desktop, Amazon Q, and Cursor with sophisticated access to GitLab. Built on the official python-gitlab SDK, it offers an extensive suite of over 143 tools covering projects, issues, merge requests, pipelines, repository operations, and general GitLab functions. This server features smart context awareness through URL deduction and entity recognition, ensuring conversation continuity. It is secure by default with a read-only mode, optimized with caching and rate limiting, and architected for clean separation of concerns, providing a robust and intelligent bridge between AI and GitLab workflows.