Mountain Park is a town located in Kiowa County, Oklahoma. Mountain Park has a 2026 population of 314. Mountain Park is currently declining at a rate of -0.63% annually and its population has decreased by -1.57% since the most recent census, which recorded a population of 319 in 2020.