Antler blastema progenitor cells (ABPCs) are a distinct population of skeletal mesenchymal stem cells found in regenerating deer antlers, with strong stemness and renewal capacity in vitro. Stem cell-derived extracellular vesicles (EVs) are emerging as potential therapeutic candidates that can mediate donor cells' beneficial effects. Here, we tested the effects of ABPC-derived EVs (EVsABPC) on aging in mice and rhesus macaques (Macaca mulatta). We identified a variety of unique factors in EVsABPC and showed that in vitro, EVsABPC attenuated phenotypes of senescence in bone marrow stem cells. In aged mice and macaques, EVsABPC substantially increased femoral bone mineral density. Further, intravenous EVsABPC improved physical performance, enhanced cognitive function and reduced systemic inflammation in aged mice, while reversing epigenetic age by over 3 months. In macaques, EVABPC treatment was also neuroprotective, reduced inflammation, improved locomotor function and reduced epigenetic age by over 2 years. Our findings position ABPCs as an emerging and practical source of EVs with translational value for healthy aging interventions.