Carthage is a city in Jasper County, Missouri, United States. The population was 12,668 at the 2000 census. It is the county seat of Jasper County and is nicknamed "America's Maple Leaf City. " Carthage is part of the Joplin, Missouri Metropolitan Statistical Area.