Unity Village is a village in Jackson County, Missouri, United States, bordering Kansas City and Lee's Summit. It is part of the Kansas City metropolitan area. Its population was 99 at the 2010 census. The founders of the Unity spiritual movement, Charles and Myrtle Fillmore, purchased a 58-acre farm in 1919 as a weekend getaway for employees of their downtown Kansas City headquarters.