Mound Bayou is a city located in Bolivar County, Mississippi. Mound Bayou has a 2026 population of 1,394. Mound Bayou is currently declining at a rate of -1.41% annually and its population has decreased by -8.53% since the most recent census, which recorded a population of 1,524 in 2020.