Mesenchymal stem cell-derived exosomes (MSC-Exos) have shown great potential in the areas of bone regeneration and treatment of age-related diseases. Engineered exosomes can integrate multiple functional components to achieve optimal, targeted therapeutic effects. This study combined large-scale generation, bone-targeting modification, and miR-26a loading for exosome-mimetics (EMs) to construct a cell-free delivery system that promotes bone regeneration with good biocompatibility. EMs were fabricated through sequential extrusion of MSCs and reached a 15-fold production yield compared to conventional exosome secretion. Systemic injection of Asp8-EM/miR-26a in mouse models accelerated bone-defect healing and prevented osteoporosis. The underlying mechanism involves miR-26a targeting glycogen synthase kinase-3β (GSK-3β) to induce β-catenin accumulation, thus activating Wnt signaling pathway and promoting bone regeneration. This study provides a feasible and effective strategy for modifying EMs to enhance bone regeneration.