Mount Vernon is a city in, and the county seat of, Montgomery County, Georgia, United States. The population was 1,900 at the 2020 censu…Mount Vernon is a city in, and the county seat of, Montgomery County, Georgia, United States. The population was 1,900 at the 2020 census, down from 2,451 in 2010. It is home to Brewton–Parker College.