The man and woman, who were the only two aboard, were not injured, according to Brian Fleming, a Coast Guard operations unit controller.
Officials responded to the fire around 7 p.m., he said. The boat, a Wellcraft cabin cruiser, was about 120 yards from shore, between the Fish Pier and the World Trade Center.
Initial reports indicated that it was an electrical fire, he said.