Central Grove (also rendered as Centralgrove) is an unincorporated community in Monroe County, Mississippi. Central Grove is located west of Amory and south of Nettleton.
In 1900, Central Grove had an estimated population of 23.
A post office operated under the name Central Grove from 1879 to 1905.