Harp Ridge is a ridge located in Walker County, Georgia. It appears on the Cedar Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,069.55 feet (326.00 m) above sea level. The nearest populated place is Cedar Grove, approximately 1.3 miles to the S.