Kingsville, Texas. Kingsville is a city in Texas. It is the county seat of Kleberg County. The population was 26,213 at the time of the 2010 census. Kingsville is the principal city of the Kingsville Micropolitan Statistical Area, which is part of the larger Corpus Christi-Kingsville Combined Statistical Area.