Airport Drive is a village in Jasper County, Missouri, United States. The population was 766 at the 2020 census. It is part of the Joplin, Missouri Metropolitan Statistical Area. The community is still commonly referred to as "Stone's Corner," as the intersection of Route 43 and Route 171 is known.