In MicroStrategy schema design, Attributes define descriptive data elements, Facts contain numerical metrics for analysis, and Functions/Operators provide calculation capabilities for data manipulation. These three are fundamental schema objects. Filters are report-level objects used to restrict data display, not schema objects.