The fire happened on the south side of the bridge on a boat that was anchored but drifting west, the station reported.
Tampa Fire Rescue crews used water to douse the flames and pushed the boat toward mangroves to keep it from approaching the bridge. It was not immediately clear if anyone was injured, according to the report.