Clinton County is a county located in the U.S. state of Missouri and is part of the Kansas City metropolitan area. As of the 2010 U.S. Census, the county had a population of 20,743. Its county seat is Plattsburg. The county was organized January 2, 1833 and named for Governor DeWitt Clinton of New York.