August in Palm Harbor is the hottest month of the year. In August, the weather in Palm Harbor is typically hot. Average daily high temperature in August is about 30 degrees above zero. On average, Palm Harbor has 21 rainy and 10 sunny days in August. The rains are usually heavy. August as well as July and September is considered the most uncomfortable time to visit Palm Harbor.