Stuttgart is a census-designated place in Phillips County, Kansas, United States. As of the 2020 census, the population was 44. It lies in northeā¦Stuttgart is a census-designated place in Phillips County, Kansas, United States. As of the 2020 census, the population was 44. It lies in northern Kansas at U.S. Route 36 between Prairie View and Phillipsburg.