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The Flutter Inspector enables AI-powered development by acting as a Model Context Protocol (MCP) server. It connects your Flutter apps with AI coding assistants like Cursor, Claude, and Cline, allowing them to analyze your widget trees, inspect navigation, and debug layout issues. While still a work in progress, the server provides methods for retrieving screenshots and the root widget of Flutter applications, facilitating AI-driven insights and code suggestions.