Self Creek is an unincorporated community located in Oktibbeha County, Mississippi. Self Creek is approximately west of Starkville and approximately southeast of Mathiston.
In 1900, Self Creek had a population of 75.
A post office operated under the name Self Creek from 1892 to 1904.