In the present paper, we have used MLS method to solve the integral form of the Emden-Fowler equations with initial conditions. The Volterra integral form of the Emden-Fowler equations overcomes its singular behavior in x = 0, and the MLS method leads to a satisfactory solution of the equation. At the end, the eciency of the proposed method will be shown with presenting a numerical example and comparing it answer with the accurate answer as well as the resulting answers from Adomian decomposition method and Variational iteration method.