Atlanta is an unincorporated community located in Chickasaw County, Mississippi, United States.

Atlanta is approximately 5.6 miles (9.0 km) south-southeast of Vardaman and 5.6 miles (9.0 km) north-northwest of Woodland on Mississippi Highway 341.

Atlanta has a zip code of 39776.

A post office operated under the name Atlanta from 1874 to 1908.

This Chickasaw County, Mississippi state location article is a stub.