The couple radioed for help around 8 p.m. near Little Egg Inlet, officials said.
Video posted by the Coast Guard shows the rescue.
“With high winds, driving rain and thunderstorms in the area, our aircrew worked to quickly lower the rescue swimmer to help the couple,” Lt. Humberto Hernandez, a pilot who flew on the rescue, said.
“Our swimmer was able to walk in the shallow breaking surf to the Free Bird and assist the people away from the vessel to facilitate a safer hosting situation, away from the overturned vessel's mast.”
The couple was airlifted to medical personnel and were reportedly in good condition.
Click here to follow Daily Voice Jersey City and receive free news updates.