 Arkansas Highway 36 passes through Mount Vernon, leading north to Rose Bud, and southwest to U.S. Route 64 at Hamlet.Conway, the Faulkner County seat, is southwest of Mount Vernon via AR-36 and US-64.According to the United States Census Bureau, the town of Mount Vernon has a total area of , all land.