We are developing a real-time Model Predictive Control (MPC) system for autonomous racing in the Indy Autonomous Challenge. From offline code generation through on-car solving, the entire pipeline is designed to meet a hard deadline per control cycle. Validation spans unit tests, software-in-the-loop simulation on dSPACE, and physical track testing at Putnam Park.