The main building material is soldered paper clips. There is no point in explaining how the leg movement mechanism works; you need to carefully watch the video clip and understand the principle of operation.
The robot is driven by a mini motor, similar to the motor in a cell phone that creates vibration. The worm-six mechanism creates a reciprocating motion that sets the entire mechanism in motion.