This research formulates and studies a stochastic population model with Allee effect and Markovian switching. Sufficient criteria for extinction, stochastic permanence and the existence of a unique ergodic invariant measure of the model are established. The result indicates that these long term behaviors of the model are intimately associated with the random perturbations.