Memory controllers are electronic components that manage the flow of data between the computer's main memory and the processor. They ensure efficient and reliable access to memory, optimizing performance and enabling smooth operation of the system. Memory controllers play a crucial role in determining the speed and capacity of a computer's memory subsystem.