We will demonstrate MayBMS, a probabilistic database management system built as an extension of PostgreSQL. To date, MayBMS supports a powerful query language for processing and transforming uncertain data,  space-efficient representation and storage, efficient query evaluation based on mature relational technology, and updates. MayBMS is publicly available at www.sourceforge.net under GPL license.