Prathersville is a village in Clay County, Missouri, United States. The population was 121 at the 2020 census. It is part of the Kansas City metropolitan area. A post office called Prathersville was established in 1876, and remained in operation until 1904. The village was named after J. A. Prather, the proprietor of a local mill.