Crews from the Point Judith station and the Narragansett Fire Department responded after the call came in around 11:45 a.m., according to the Coast Guard.
They arrived to find flames coming from the Mattie and Maren and four people on board the vessel.
The Coast Guard said all four boaters were safely removed and brought to shore.
No injuries were reported, and the cause of the fire is unclear at this time.