We are developing a computer system to read data obtained from the devices and to assess the material degradation. This computer system is to assess material degradation with its mode and level using the MCM data and plant information such as operating record. This paper describes an outline of the evaluation system of material degradation, and shows some evaluation results using the neural network inference, which is adopted in the system as a tool to evaluate the degradation quantitatively.