Bolivar is a city and county seat of Polk County, Missouri, United States. The city derives its name in-part from the South American revolutiona…Bolivar is a city and county seat of Polk County, Missouri, United States. The city derives its name in-part from the South American revolutionary Simón Bolívar. According to the 2020 United States Census, Bolivar had a population of 10,772.