Clarksburg is an unincorporated community located within Millstone Township in Monmouth County, New Jersey, United States. Clarksburg was said to be settled in the pre-Revolutionary era by an English tanner named Clark. John Perrine purchased a large tract of land north of Clarksburg, which became known as Perrineville.