The Azure Impact Reporting tool allows large language models (LLMs) to seamlessly report infrastructure issues to Azure. It exposes a Model Context Protocol (MCP) server that automatically authenticates with Azure, extracts necessary parameters from user requests expressed in natural language, and generates workload impact reports via the Azure Management API. By supporting various impact categories like connectivity, performance, and availability, this tool streamlines the reporting process, ensuring timely communication of critical issues directly from LLM interfaces.