The vessel had an engine room fire leading to five people being rescued. A helicopter also attended the scene.
The boat was then towed to Scarborough harbour for further assessment where the Coastguard and North Yorkshire Fire Service were waiting.
Filey Lifeboat tweeted: "All weather lifeboat launched to survey vessel north of Filey Brigg with engine room fire.
"Helicopter on scene. 5 persons evacuated by Lifeboat.
"Vessel towed to Scarborough harbour to waiting Coastguard Teams and North Yorks Fire Service.
"All persons accounted for and safe."
North Yorkshire Fire received a call about the incident at 7.44pm.
In a statement the force said: "Crews from Scarborough were called to carry out an inspection on a boat that had been towed into the harbour following a small engine fire.
"Crews used a thermal imaging camera to confirm that there was no further fire or residual heat."