The Weekly Report Checker analyzes a Google Sheet containing weekly report submissions, allowing users to quickly identify who hasn't submitted their reports, access detailed information about individual submissions, view overall submission statistics, and retrieve a list of all team members responsible for submitting reports. It utilizes the Model Context Protocol (MCP) to facilitate integration and communication with other systems.