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In this paper, we present an approach to access the distributed data for interoperability in the distributed environments based on the multi-agent system that is designed on the proposed structure of multi-agent by FIPA(IEEE Foundation for Intelligent Physical Agents). This multi-agent system is light weight platform at the legacy system to be without external influence. To build up a domain that is consists of the legacy systems, we deploy the multi-agent platform at that system to perform the goal of the domain. The proposed approach can build up the various multi-domain configurations have the goal that must be performed in the distributed environments. This reduced the cost of building the infrastructure to interoperate the distributed data and expanded the scope of using that.