Provided herein are compositions of trehalose phospholipids and uses thereof, e.g., compounds and compositions comprising 6,6'-diphosphatidyltrehalose (diPT) and analogs thereof with modifications of the diPT chemical scaffold, that bind and agonize Mincle, and the use thereof as adjuvants