Although interferon
α
(IFN
α
) and anti-angiogenesis antibodies have shown appropriate clinical benefit in the treatment of malignant cancer, they are deficient in clinical applications. Previously, we described an anti-vascular endothelial growth factor receptor 2 (VEGFR2)-IFN
α
fusion protein named JZA01, which showed increased
in vivo
half-life and reduced side effects compared with IFN
α
, and it was more effective than the anti-VEGFR2 antibody against tumors. However, the affinity of the IFN
α
component of the fusion protein for its receptor-IFNAR1 was decreased. To address this problem, an IFN
α
-mutant fused with anti-VEGFR2 was designed to produce anti-VEGFR2-IFN
α
mut, which was used to target VEGFR2 with enhanced anti-tumor and anti-metastasis efficacy. Anti-VEGFR2-IFN
α
mut specifically inhibited proliferation of tumor cells and promoted apoptosis. In addition, anti-VEGFR2-IFN
α
mut inhibited migration of colorectal cancer cells and invasion by regulating the PI3K–AKT–GSK3
β
–snail signal pathway. Anti-VEGFR2-IFN
α
mut showed superior anti-tumor efficacy with improved tumor microenvironment (TME) by enhancing dendritic cell maturation, dendritic cell activity, and increasing tumor-infiltrating CD8
+
T cells. Thus, this study provides a novel approach for the treatment of metastatic colorectal cancer, and this design may become a new approach to cancer immunotherapy.