The invention relates to an improved energy-storage impact-type pneumatic wrench. An air distribution mechanism is additionally arranged in an impact mechanism, the structural design of a hammer device is optimized, the impact energy and the output torque are effectively improved and the dead weight is obviously reduced. The energy-storage impact-type pneumatic wrench has the outstanding advantages that the structure is unique and novel, the weight is light, the torque is large, the pneumatic wrench is flexible and convenient and is suitable for mobile operation, the safety, the reliability and the efficiency are high, the labor productivity can be greatly improved and the labor intensity of operators is reduced. The improved energy-storage impact-type pneumatic wrench is suitable for use in an assembling line and in dangerous environments such as flammable and explosive environments, upper air and the like, and is especially suitable for rushed deadlines and rushed repair operation in industries such as petroleum, chemical industry and the like. The improved energy-storage impact-type pneumatic wrench is a high-efficiency manual tool for disassembling and assembling nuts, and can be widely used for bolt disassembling and assembling operation in industries such as machinery manufacture, petroleum, chemical industry, power plants, bridges, ships, locomotives and the like.