An air-guiding carrier type wind power collection device includes a floating body and two air guiding tubes. The floating body includes a compartment filled with an uprising gas having a density lower than that of air. The floating body includes a floating assembly controlling a pressure and a temperature of the uprising gas received in the compartment. The air guiding tubes extend through the compartment of the floating body. Each air guiding tube has an air inlet and an air outlet. The air outlet includes a peripheral wall having a windward section and a guiding section. The peripheral wall has a cutout portion formed between the windward section and the guiding section. An air channel is formed between and in communication with the air inlet and the air outlet of each air guiding tube. A wind power generating assembly is mounted in each of the air channels.