Worldwide responses to the COVID-19 pandemic have shown that it is possible for politicians to come together across departmental boundaries. To this end, in many countries, heads of government and their health ministers work closely with all other ministries, departments, and sectors, including social affairs, internal affairs, foreign affairs, research and education, transport, agriculture, business, and state aid. In this Viewpoint, we ask if and how the Sustainable Development Goals (SDGs) can support intersectoral collaboration to promote health, since governments have already committed to achieving them. We contend that SDGs can do so, ultimately advancing health while offering co-benefits across society.