Average Weather in February in North Fort Myers Florida, United States. In North Fort Myers, the month of February is characterized by gradually rising daily high temperatures, with daily highs increasing by 3°F, from 75°F to 78°F over the course of the month, and rarely exceeding 85°F or dropping below 65°F.