This document provides an overview of databases and tools relevant to systems immunology. It discusses several freely available and licensed databases containing gene expression, drug, pathway, and disease data. Issues with third party data like cleanup requirements and need for downloadability are also covered. Examples are given of integrating data from sources like GEO, DrugBank, Connectivity Map, and ImmPort to enable meta-analyses addressing immunological questions.