Targeted therapy for NRAS mutant melanoma remains an unmet clinical need. We found that inhibiting Ubiquitin Specific Peptidase 7 (USP7) with the selective USP7 inhibitor (USP7i) FT671 inhibited cell proliferation in NRAS mutant melanoma cell lines. In addition, we identified and validated the knockout of TP53BP1, TP53 or CDKN1A conferred resistance to FT671, suggesting the activation of a functional p53 signaling pathway is essential for the efficacy of USP7i. In Nras mutant melanoma isograft models, FT671 treatment delayed tumor growth. Moreover, the combinatorial treatment with FT671 and MEK1/2 inhibitor (MEKi) was synergistic and induced pyroptosis in vitro. In immunocompetent mice, the combined treatment profoundly suppressed tumor growth, prolonged survival and enhanced intratumoral immune cell infiltration, particularly increasing the ratios of CD8+ T cells and mature dendritic cells, indicative of activated antitumor immunity. Notably, the triple combination of USP7i, MEKi, and anti-PD-1 antibody resulted in durable tumor regression, with effects persisting beyond 80 days after treatment cessation. These findings establish USP7i+MEKi as a promising strategy for targeting NRAS, an 'undruggable' mutation in melanoma, and provide a strong rationale for the clinical development of USP7i plus MEKi as an adjuvant therapy to enhance anti-PD-1 immunotherapy in NRAS mutant melanoma patients.