Stovall is a town in Granville County, North Carolina, United States. The population was 418 as of the 2010 census. Abrams Plains, Maurice …Stovall is a town in Granville County, North Carolina, United States. The population was 418 as of the 2010 census. Abrams Plains, Maurice Hart House, Hill Airy and John W. Stovall Farm are listed on the National Register of Historic Places.