In this paper, pth moment exponential stability of stochastic systems with Markov switching and serval delayed impulses is investigated. It is assume that the state variables on the impulses may relate to the time-varying delays. By using stochastic analysis and impulsive techniques, serval new stability criteria are derived. Meanwhile, an example is provided to demonstrate the effectiveness of the obtained results.