Cleary is an unincorporated community and census-designated place in Rankin County, Mississippi, United States. Per the 2020 census, the population was 1,688.
A post office operated under the name Cleary from 1896 to 1908.
According to the U.S. Census Bureau, the community has an area of ; of its area is land, and is water.