Matterhorn Peak is a high mountain summit in the San Juan Mountains range of the Rocky Mountains of North America. The thirteener is located in the Uncompahgre Wilderness of Uncompahgre National Forest, west by north (bearing 283°) of the Town of Lake City in Hinsdale County, Colorado, United States.