Carp Lake is an unincorporated community and census-designated place in Emmet County in the U.S. state of Michigan. As of the 2010 census, the CDP had a population of 357. It is located within Carp Lake Township. It was founded by Octave Terrian and later became a station on the Grand Rapids and Indiana Railroad in 1880.