Message Passing Interface (MPI) is a programming interface used for parallel programming on distributed memory systems. It allows processes to communicate and synchronize with each other through sending and receiving messages. MPI is a specialized skill required for developing high-performance computing applications that can run on multiple processors simultaneously.