Clover Hill is an unincorporated community located in Coahoma County, Mississippi, United States. Clover Hill is approximately 4 miles (6.4 km) north of Lyon and approximately 4 miles (6.4 km) south of Rudyard. The community is located on the former plantation of J. T. Fargason. Clover Hill once had a depot on the former Yazoo and Mississippi Valley Railroad. A post office operated under the name Clover Hill from 1884 to 1935. The Clover Hill archaeological site is named after the community.