Peter Cave Branch is a stream located in Putnam County, Tennessee. It appears on the Silver Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 633.69 feet (193.15 m) above sea level. The nearest populated place is Fanchers Mills, approximately 2.3 miles to the SSE.