New Centerville is a borough in Somerset County, Pennsylvania, United States. The population was 127 at the 2020 census. It is part of the Johnstown, Pennsylvania, Metropolitan Statistical Area. It should not be confused with the unincorporated village of New Centerville in Tredyffrin Township.