Cedarbluff (or Cedar Bluff) is an unincorporated community in Clay County, Mississippi, United States. It is located in the south central portion of Clay County along Mississippi Highway 50. The community has a school, West Clay Elementary, which is part of the Clay County School District and serves students in grades kindergarten through six.