Objective To investigate the killing effect and molecular mechanism of aberrant expression of calnexin (CNX) in the colorectal cancer (CRC) on the CD8+ T immune cells. Methods Immunohistochemistry was used to detect CNX protein level in 102 pairs of CRC cancer and adjacent non-cancerous tissues. Western blotting was employed to examine the protein expression of MHC I in the HCT-15 cells overexpressed with CNX or in the SW480 cells whose CNX expressions were knockdown by siRNA. Murine CD8+ T cells isolated from the spleen were cocultured with CT-26 murine CRC cells infected with lentivirus-mediated CNX overexpression. The killing effect of CD8+ T cells on CT-26 cells was determined by cytotoxicity kit. The secretion of interferon γ (IFN-γ) and tumor necrosis factor α (TNF-α) in the culture medium were examined by ELISA. Results The protein level of CNX in colorectal cancer tissues were significantly lower than that in non-cancerous tissues. CNX overexpressed in HCT-15 cells was upregulated and CNX knockdown in SW480 cells downregulated the MHC I expression in these cells. Furthermore, the overexpression of CNX could not only enhance the killing effect of CD8+ T cells on CT-26 cells, but also promote the secretion of IFN-γ and TNF-α from these cells. Conclusion CNX can enhance the killing potential of CD8+ T cells on tumor cells through upregulating the MHC I expression in colorectal cancer cells.