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Kirby offers an Model Context Protocol (MCP) server designed to empower AI agents and IDEs working with Kirby CMS projects. It provides comprehensive inspection capabilities for project assets like blueprints, templates, and plugins, while also allowing interaction with a real Kirby runtime environment. The server includes a local knowledge base of Kirby concepts and tasks, significantly reducing reliance on external resources and speeding up agent workflows for planning, debugging, and content management within Kirby.