Expression of macrophage receptor with collagenous structure (MARCO) by tumor-associated macrophages is associated with poor prognosis of multiple types of cancer. In this article, we report that cancer cells (e.g., breast cancer and glioblastoma cell lines) can upregulate surface MARCO expression on human macrophages not only via IL-6–induced STAT3 activation but also via sphingosine-1-phosphate receptor (S1PR)-mediated IL-6 and IL-10 expression followed by STAT3 activation. We further found that MARCO ligation induces activation of the MEK/ERK/p90RSK/CREB signaling cascade, leading to IL-10 expression followed by STAT3-dependent PD-L1 upregulation. Such MARCO-induced macrophage polarization is accompanied by increased expression of PPARG, IRF4, IDO1, CCL17, and CCL22. Ligation of surface MARCO can thus result in decreased T cell responses mainly by reduction of their proliferation. Taken together, cancer cell–induced MARCO expression and its intrinsic regulatory function within macrophages are, to our knowledge, new aspects of cancer immune evasion mechanisms that need to be further studied in the future.