Capps Branch is a stream located in Cocke County, Tennessee. It appears on the Paint Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,781.50 feet (543.00 m) above sea level. The nearest populated place is Houston Valley, approximately 2.7 miles to the ENE.