Production of polyphosphate polymers is a ubiquitous trait of bacteria. Here, the authors investigate the role of bacterial long polyphosphates in host immune suppression and show that long polyphosphates produced by E. coli inhibit LPS-mediated inflammation and bacterial clearance in mice.