In the microgravity environment of space, astronauts undergo osteoporosis due to an imbalance in bone remodeling. Recent studies have shown that exosomes derived from osteoclasts could mediate cell-to-cell communication in bone remodeling. However, the role of osteoclast-derived exosomes in bone remodeling in microgravity remains a mystery. Our objective is to investigate the cellular processes modulated by exosomes from RAW264.7 cell-derived osteoclasts and the underlying mechanism of action for the exosomes-mediated osteogenesis of osteoblast-like MC3T3-E1 cells in simulated microgravity. We took advantage of the random positioning machine (RPM) to simulate microgravity for the model and investigated the role of exosomes from RAW264.7 cell-derived osteoclasts in osteoclast-osteoblast communication. The results showed that this type of mature osteoclast-derived exosomes (OC-Exos) in the RPM evidently inhibited the cellular proliferation of osteoblasts via inducing cellular apoptosis and altering their cell cycle distribution. Alkaline phosphatase and mineralization activity of MC3T3-E1 cells were significantly lower after treatment with OC-Exos from RPM and mRNA expression of osteoblast-specific genes were down-regulated. Further study confirmed that OC-Exos in RPM obstructed the differentiation of MC3T3-E1 cells by interfering with Wnt/β-catenin signaling pathway. Together, these observations demonstrated that OC-Exos played an essential role in the regulation of bone remodeling in the microgravity environment. These results shed light on a novel pathway of cross-talk between osteoclasts and osteoblasts, which will be helpful to explain the possible mechanisms underlying osteoporosis in microgravity.