The use of software agents as Database Management System components lead to dababase systems that may be be configured and extended to support new requirements. We focus here with the self-turning feature, wich demands a somewhat intelligent behavior that agents could add to traditional DBMS modules. We propose in this paper an agent-based approach to deal with automatic index creation. Implementation issue are also discussed, for a built-in integration architecture.