Ice Cave Brook is a stream located in Piscataquis County, Maine. It appears on the Sebec Lake West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 324.61 feet (98.94 m) above sea level. The nearest populated place is Packard Landing, approximately 0.8 miles to the N.