Abstract: To solve the problem of search in an unstructured P2P network,this paper proposes an agent-based strategy that deploys two behaviors of agents: rational move and random move.Specially,agents forward queries by moving towards the most number of nodes do not involve the query.Experimental results show the efficiency and rationality of the strategy.