In this paper, we theoretically discuss the anisotropic magnetocaloric effect in TmAl2 single crystal. To this end, we use a model Hamiltonian of interacting magnetic moments including an extra term to account for the crystal electric field. Our theoretical calculations are in a reasonable agreement with the available experimental data. Moreover, we predict the existence of an anomalous anisotropic magnetocaloric effect for some values of the applied magnetic field.