Holly Bluff is a small unincorporated community in Yazoo County, Mississippi. Originally known as "Sharbrough's Landing" to river boat pilots the community was established by the Sharbrough family in 1877. Located on the Sunflower River, early delta cotton planters used the river to ship their cotton to Vicksburg and New Orleans.