In the present paper the notion of a Markovian marked random point sequence is introduced. Using this notion, queueing. systems are studied, in which at the same time never works more than one too! having not exponentially distributed lifetime. The siationary state probabilities of such systems can be obtained in this way by solving a system of linear equations and by the evaluation of some integrals.