A machine tool is a combination of mechanical structure, servo systems and controllers. It is turned before delivering to the customer to make sure it meets all requirements. After a certain period of operation, the performance degrades and the machine tool requires re-tuning. During the process, parameter adjustment is the most complicated procedure and is crucial to the controller. Thus, most commercial controllers equip automatic tuning feature. This paper introduces the current development and trend of the auto tuning technology for the servo parameters of the controller. ITRI's Intelligent Machinery Technology Center has developed a technology to predict the impact of the parameters of the tool trajectory by simulating the trajectory from the controller. The parameter adjustment is analyzed to see whether it meets the requirement. The technology that automatically adjusts parameters according to the user's machining needs was developed. The goal is to simplify and establish a standard process for parameter adjustment.