Claysville is a borough in Washington County, Pennsylvania, United States. The population was 724 at the 2000 census. Claysville Elementary School, part of the McGuffey School District is located in Claysville. It is the birthplace of Benjamin Franklin Jones of the Jones and Laughlin Steel Company.