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This paper studies a script language DCISL for the dynamic control integration of the MAS (Multi-Agent System), which is used to describe the integration rules based on service flow. With the analysis of MAS-related language elements and combination of formalized description method and structure tool, this paper provides the definition of DCISL and realization of DCISL interpreter. DCISL uses the way of unifying the logistic definition and separating the physical realization to describe the MAS integration rules. Through the script interpreter, the integration rules between service agents which are described in DCISL are mapped into behavior logic between service agents, and by using the interpreting mechanism of the script interpreter, the dynamic script switch is realized. Through the interpreter within the service agents, the integration rules within the agents which are described in DCISL are mapped into the behavior logic between function agents, and according to the contract net protocol, the service agents interact with CMB (Common Message Blackboard) to realize the dynamic bid inviting. Ultimately, the experiment shows that the agents can run independently according to the integration logic based on the integration rules which are described in DCISL and eventually realizes the cooperation between agents and the dynamic integration control of agents system by using of the script switch and bid inviting mechanism.