In this paper we adapt nonlinear dynamic tools from the chaos theory to study the characteristics of the major Egyptian stock market indices, e.g. EGX 30. In particular, we use Brock-Dechert-Scheinkman (BDS) test to detect the nonlinearity and the rescaled range (R/S) analysis to investigate the fractality and long term memory for the EGX 30 series.