The object of this paper is to research coordinated operation model of the multip le microgrids based on effect of fish swarm and the mu lti-microgrids (MM G) cluster management based on multi-agent system (MAS). Through the study of coordinated operation and cluster management, the reliability and stability of the multip le microgrids can be enhanced by supplying power mutually across the existing ring d istribution network. The cluster will relieve the upper grid's burden and even help to service restoration for black start. In a word, MMG cluster will do great favor for grid's stability, reliability and economic efficiency.