Mountain Park is a city primarily in the western part of northern Fulton County in the U.S. state of Georgia, with a small portion extending less than 1,000 feet (300 m) into southeastern Cherokee County. As of the 2010 census, the city had a total population of 547.Incorporated in 1927, it is essentially an eclectic neighborhood, and is designated a wildlife refuge.