A message broker is a software intermediary that facilitates communication between applications by translating messages from the sender's protocol to the receiver's protocol, ensuring seamless data exchange. It decouples the sender and receiver, allowing them to operate independently and scale efficiently while managing message routing, queuing, and delivery reliability.