An atheist cannot be spiritual. But you must understand that even atheist cannot be spiritual. Because an atheist and a theist are not different. One believes there is God, another believes there is no God. Both of them are believing something that they do not know. You are not sincere enough to admit that you do not know, that’s your problem. So theists and atheists are not different.