The MPEG-7 standard provides description mechanisms and taxonomy management for multimedia documents. There are several approaches to design a multimedia database system using MPEG-7 descriptors. We discuss two of them: relational databases and native XML databases. We have implemented a search and retrieval application for MPEG-7 descriptions based on the latter.