The M/M/c queue is a mathematical model used to describe a system where 'c' servers provide service to incoming tasks or customers, with arrivals following a Poisson process and service times being exponentially distributed. It is a foundational model in queueing theory, useful for analyzing systems like call centers or network servers to determine metrics such as average wait time and system utilization.