According to the control core of the pneumatic circuit and Programmable Logical Controller (PLC), the material pneumatic manipulator is designed. The methods and procedures of using stepper motor to control the precise position were analyzed, and the design and application of pneumatic manipulator of operational system were completed. The system has the advantages of stable and reliable operation, simple and flexible control, actuating accuracy and so on, and its application prospect is very extensive.