Randolph Brook is a tributary of the Millstone River in northern Franklin Park, New Jersey, United States.
Randolph Brook starts at , near Randolph Road. It crosses Randolph Road and Westons Canal Road before flowing under the Delaware and Raritan Canal and draining into the Millstone River at .