Chemotherapy promotes phosphatidylserine (PS) externalization in tumors undergoing apoptosis, forms an immunosuppressive tumor microenvironment (TME), and inhibits dendritic cell (DC) maturation and antigen presentation by binding PS receptors expressed in DCs, thereby limiting naive T cell education and activation. In this study, we demonstrate a selective nanocarrier system composed of annexin A5-labeled poly (lactide-co-glycolide) nanoparticles (PLGA_NPs) encapsulating tumor specific antigen or neoantigen, to target apoptotic tumor cells expressing PS as an innate immune checkpoint inhibitor (ICI) that induces active cancer immunotherapy. Moreover, PLGA_NPs enhanced tumor-specific antigen-based cytotoxic T cell immunity via the original function of DCs by converting the tumor antigen-rich environment. Therefore, chemotherapy combined with an immunomodulatory nanocarrier system demonstrated an enhanced anticancer immune response by increasing survival rates, immune-activating cells, and pro-inflammatory cytokines in the spleen and TME. In contrast, the tumor mass, immune-suppressive cells, and anti-inflammatory cytokines were decreased. Furthermore, the combination of a nanocarrier system with other ICIs against large tumors showed therapeutic efficacy by immunosuppression in the TME and further amplified the anticancer immunity of interferon gamma (IFN-γ) CD8 (cluster of differentiation 8) T cells. Taken together, our Annexin A5-labeled PLGA-NPs can be applied in various combination therapeutic techniques for cancer immunotherapy.