SOMA - for "Stack Of Matrices, Annotated" - is a flexible, extensible, and open-source API enabling access to data in a variety of formats. The driving use case of SOMA is for single-cell data in the form of annotated matrices where observations are frequently cells and features are genes, proteins, or genomic regions.