Mount Vernon is a city located in Linn County, Iowa. Mount Vernon has a 2026 population of 4,518. Mount Vernon is currently growing at a rate of 0.94% annually but its population has decreased by -0.53% since the most recent census, which recorded a population of 4,542 in 2020.