Max-Space Clustering (MSC) method is developed to identify interstitials in crystals. MSC provides a structured way to identify the temperature dependent cut-off radius. It is compared with widely used sphere methods and found to be better. MSC coupled with graph tree optimization can be used to obtain diffusion trajectory. Cascade simulations of Fe, W are carried out and results are compared with various methods.