Background Rectal melanoma is a rare disease that accounts for about 1% of rectal cancers. Abdominoperineal resection was the standard surgical intervention for local control. However, it can lead to complications and reduce the quality of life due to colostomy. Debulking surgery, radiotherapy (RT), and sphincter-sparing wide local excision (WLE) were performed on a patient with rectal melanoma.Case presentationA case of a 79-year-old woman with anal pain and bloody stool for 1 month was reported in this study. The digital examination of the rectum revealed a big polypoid mass over the lower rectum. Stage II rectal melanoma was diagnosed by colonoscopy, biopsy, magnetic resonance imaging, and positron emission tomography. The patient initially received debulking surgery to relieve the symptoms of active bleeding followed by radiotherapy for the residual tumor with partial response. Finally, a sphincter-sparing WLE was performed for the residual tumor to preserve the anal function. The postoperative course went smoothly. No local recurrence and anal symptoms were observed during the 2-years follow-up period.Conclusions: Combining debulking surgery, RT, and WLE may be a viable alternative for rectal melanoma that cannot be completely resected at the beginning and accompanied by bleeding symptoms.