In this paper the problems of stability and asymptotic stability conditions for the motion of mechanical systems with holonomic and non-holonomic constraints are under consideration. Stability analysis for the systems of differential equations is given in term of the second Lyapunov's method. With the use of the set-theoretic approach the necessary and sufficient conditions for stability and asymptotic stability of zero solution of the considered system are formulated.