We will introduce the entropic optimal transport problem, describing also its connection with the schrdinger problem, and prove a duality result, as well as Markov property for its multimarginal counterpart. Then we will discuss an application to the second order mean field games. Collaboration with A.Gerolin and G.Carlier, L. Nenna, J.D. Benamou