Type I interferons (IFNs-I), a group of pleiotropic cytokines, critically modulate host response in various inflammatory diseases. However, the role of the IFN-I pathway in periodontitis remains largely unknown. In this report, we describe that the IFN-β levels in the gingival crevicular fluid of human subjects were negatively associated with periodontitis and clinical gingival inflammation. Disruption of IFN-I signaling worsened alveolar bone resorption in a ligature-induced periodontitis murine model. Deficiency of the IFN-I pathway resulted in a more exaggerated inflammatory response in myeloid cells and drastically increased the interleukin-17 (IL-17)-mediated neutrophil recruitment in the gingiva. We further identified that the myeloid lineage-specific IFN-I response was essential in safeguarding against periodontal inflammation by suppressing the IL-17-producing γδ T cells in the gingiva. IFN-I signaling also directly repressed osteoclastogenesis in monocytes, which are precursor cells for osteoclasts. Therefore, our findings demonstrate that an integral myeloid-specific IFN-I pathway plays a protective role against bone loss by keeping the IL-17-neutrophil axis in check and directly inhibiting osteoclast formation in periodontitis.