This paper presents a multi-agent framework for distributed web-based face recognition using fuzzy logic based result fusion mechanism. The model is designed in JADE framework and takes advantage of JXTA agent communication method to allow agent communication through firewalls and network address translators. This approach enables police stations to build and deploy P2P applications through a unified medium to manage agent-based criminal face image retrieval from multiple distributed databases over the Internet.