microRNA-126 (miR-126), an endothelial-specific miRNA, is associated with vascular homeostasis and angiogenesis. However, the efficiency of miR-126-based treatment is partially compromised due to the low efficiency of miRNA delivery in vivo. Lately, exosomes have emerged as a natural tool for therapeutic molecule delivery. Herein, we investigated whether exosomes derived from bone marrow mesenchymal stem cells (BMMSCs) can be utilized to deliver miR-126 to promote angiogenesis. Exosomes were isolated from BMMSCs overexpressed with miR-126 (Exo-miR-126) by ultracentrifugation. In vitro study, Exo-miR-126 treatment promoted the proliferation, migration and angiogenesis of human umbilical vein endothelial cells (HUVECs). Furthermore, the gene/protein expression of angiogenesis-related vascular endothelial growth factor (VEGF) and angiotensin-1 (Ang-1) were up-regulated after incubation with Exo-miR-126. Additionally, the expression level of phosphoinositol-3 kinase regulatory subunit 2 (PIK3R2) showed an inverse correlation with miR-126 in HUVECs. Particularly, the Exo-miR-126 treatment contributed to enhanced angiogenesis of HUVECs by targeting PIK3R2 to activate the PI3K/Akt signalling pathway. Similarly, Exo-miR-126 administration profoundly increased the number of newly formed capillaries in wound sites and accelerated the wound healing in vivo. The results demonstrate that exosomes derived from BMMSCs combined with miR-126 may be a promising strategy to promote angiogenesis.