Cedarbluff (or Cedar Bluff) is an unincorporated community in Clay County, Mississippi, United States. It is located in south central Clay County along Mississippi Highway 50. The community has a store and three churches. It is a very small community but has a large mail route that encompasses Montpelier also. Montpelier is where West Clay Elementary is located.