A high power density power supply includes a plurality of cooling fans in a casing. Two sides of the cooling fans are provided with a first filter circuit board and a plurality of power modules, respectively. The first filter circuit board includes a first filter thereon. A plurality of second filter circuit boards are provided on top of the cooling fans, respectively.