Kempville is an unincorporated community in Smith County, Tennessee, United States.

[1] It is located along State Route 85 in a hilly area northeast of Carthage.

Kempville Branch, a tributary of Defeated Creek, flows through the community.

Kempville was probably named for a family of early settlers in the area.

This Smith County, Tennessee geography–related article is a stub.