Bone homeostasis relies on the dynamic balance of osteoblast mediated bone construction and osteoclast-based bone resorption processes, which has been reported to be controlled by various mineral ions. However, there is no direct evidence of the effect and the underlying mechanism of high salt stimulation on bone metabolism. In this study, we demonstrated that high salt stimulation promoted excessive mitochondrial fission mediated by dynamin-related protein 1 in mesenchymal stem cells, which resulted in impaired mitochondrial morphology and function. Consequently, this impairment hindered the bone formation of mesenchymal stem cells, resulting in osteopenia in mice. Mechanically, the impaired property of mesenchymal stem cells which was caused by high salt was controlled by dynamin-related protein 1 mediated mitochondrial fission, which inhibited the classical Wnt signaling pathway. Furthermore, the osteogenic property of mesenchymal stem cells decreased by high salt could be restored by exosomes to transfer the mitochondrial DNA into the impaired mesenchymal stem cells. This study provides not only new strategies for promoting bone regeneration but also new insights into the effect and mechanism of exosome-mediated delivery.