Message Exchange Patterns (MEPs) define the sequence and direction of messages exchanged between communicating parties in a distributed system, essentially outlining the interaction model. They are crucial for designing communication protocols and ensuring interoperability in systems like web services, where understanding the flow of messages can optimize performance and reliability.