Clovis, New Mexico. Clovis is the county seat of Curry County, New Mexico, United States, with a population of 37,775 as of the 2010 census, and a 2014 estimated population of 39,860. Clovis is located in the New Mexico portion of the Llano Estacado, in the eastern part of the state.