What they built

Golden Hour - Imposture Detection with MCP

Golden Hour is an AI-powered, MCP-enabled cyber fraud response platform that transforms fraud complaints into investigation-ready case packets through a deterministic three-agent workflow. It automatically classifies fraud, assigns cases to the appropriate authorities, and provides jurisdiction-specific legal guidance with explainable recommendations. By combining specialized AI agents, Model Context Protocol (MCP), and human-in-the-loop decision making, Golden Hour enables faster, transparent, and more reliable cyber fraud investigations while ensuring all final enforcement decisions remain with authorized personnel.