Tumor-associated macrophages (TAMs) play an important role in promoting tumor growth and metastasis, thus reprogramming TAMs to modulate the tumor immune microenvironment is a promising tumor treatment stratagem. Here, we present novel yeast-derived nanocarriers (YNCs) as IPI-549 delivery system for binary reprogramming of TAMs to induce anticancer immunity. The nanocarriers were fabricated from yeast cell walls with immune-oncology agent IPI-549 loading and coated with a shielding polymer for prolonged blood circulation. After intravenous injection, these YNCs could accumulate at the tumor site and be phagocytosed by TAMs via the Dectin-1 pathway to induce macrophage polarization towards M1 phenotype. In combination with IPI549, the YNC system has efficiently inhibited tumor growth and modulated the tumor immune microenvironment through macrophage phenotypic alteration and increase of T cell-mediated antitumor immunity, which was demonstrated in a 4T1 orthotopic breast cancer mouse model. All these features indicate the promising values of our YNC delivery system in clinical antitumor applications.