McLemore Cove is a valley in Walker County, in the U.S. state of Georgia. The valley is located between Pigeon Mountain and Lookout Mountain.

Walker County is a county in the northwest region of the U.S. state of Georgia. As of the 2020 census, its population was 67,654, down from 68,756 in 2010. The county seat is LaFayette. The county was