Gouldsboro Welcome to Gouldsboro! “Gouldsboro, Maine, located in Hancock County, does not have a town center in the usual sense. It covers a large geographical area that consists of the varied and distinct fishing villages of Birch Harbor, Corea, Prospect Harbor, South Gouldsboro, and West Gouldsboro. The land often referred to as Gouldsboro Peninsula is the