Stem cell injection is an effective approach for treating diabetic wounds; however, shear stress during injections can negatively affect their stemness and cell growth. Cell‐laden porous microspheres could provide shelter for stem cells. We herein designed curcumin‐loaded flower‐like porous microspheres (CFPM) by combining phase inversion emulsification with thermally induced phase separation‐guided four‐arm poly(L‐lactic acid) (B‐PLLA). Notably, the CFPM showed a well‐defined surface topography and inner structure, ensuring a high surface area to enable the incorporation and delivery of a large amount of stem cells and curcumin. The stem cell‐carrying CFPM (BMSC@CFPM) maintained the proliferation, retention and stemness of BMSC, which, in combination with their sustainable curcumin release, facilitated the endogenous production of growth/proangiogenic factors and offered a local anti‐inflammatory function. An in vivo bioluminescence assay demonstrated that BMSC@CFPM could significantly increase the retention and survival of BMSC in wound sites. Accordingly, BMSC@CFPM, with no significant systemic toxicity, could significantly accelerate diabetic wound healing by promoting angiogenesis, collagen reconstruction and M2 macrophage polarization. RNA sequencing further unveiled the mechanisms by which BMSC@CFPM promoted diabetic wound healing by increasing the expression of growth factors and enhancing angiogenesis through the JAK/STAT pathway. Overall, BMSC@CFPM represents a potential therapeutic tool for diabetic wound healing.This article is protected by copyright. All rights reserved