You can plan your beach trip with this snapshot of weather throughout the year in Harpswell: The hottest months are usually July and August, with an average temperature of 18°C, while the coldest months are January and February, with an average of -2°C. The snowiest months in Harpswell are January, April, February and March, with each month seeing an average of 16 cm of snowfall.