Melanoma is a highly invasive skin cancer with limited treatment strategies. Bupivacaine, a commonly used local anesthetic recognized for its safety, has shown promise in combating tumors. 3'-phosphoadenosine 5'-phosphosulfate synthase 2 (PAPSS2) is a key enzyme in the sulfation process and is associated with the development and metastasis of various tumors. This study aimed to explore the mechanism by which bupivacaine inhibits melanoma proliferation and metastasis by targeting PAPSS2. The effects of bupivacaine on the proliferation of A375 and A2058 melanoma cells were evaluated using Cell Counting Kit-8 (CCK-8), 5-Ethynyl-2'-deoxyuridine (EdU) labeling, and clonogenic assays. Cell migration, invasion, and PAPSS2 expression were evaluated using Transwell experiments and Quantitative Reverse Transcription Polymerase Chain Reaction (qRT-PCR) analysis. Additionally, an in vivo melanoma tumor model in nude mice was constructed to evaluate the impact of bupivacaine on melanoma growth and metastasis. Immunohistochemistry was used to assess tumor metastasis and PAPSS2 expression levels in the nude mouse model. Experimental results demonstrated that bupivacaine significantly inhibited melanoma proliferation and invasion compared to the control group. Notably, this inhibitory effect was partially reversed by PAPSS2 overexpression. In vivo experiments demonstrated that bupivacaine-treated nude mice exhibited reduced tumor volumes, weights, and fewer lung metastatic foci. Molecular analysis via qRT-PCR and immunohistochemistry analysis further indicated that bupivacaine significantly reduced PAPSS2 in tumor tissues. This study confirms that bupivacaine, a local anesthetic, can inhibit melanoma proliferation and metastasis by targeting the PAPSS2 signaling pathway. These findings suggest its potential as an anti-tumor medication and present new treatment strategies for melanoma.