Officials say Kenton County called other departments to assist with the the fire which began near the Villa Hills Marina.
All people on board the boat jumped into the Ohio River and were rescued, dispatchers say.
Officials and a Villa Hills Marina employee said none of the passengers were injured when they jumped off of the burning boat.
Cincinnati Fire officials tweeted that river navigational operations were shut down in the area of the fire.