Appendiceal mucinous neoplasms, a rarity comprising less than 1% of all cancers, present intricate challenges in clinical management, and their incidence is on the rise. Notably, these neoplasms tend to metastasize intraperitoneally, leading to peritoneal carcinomatosis and concurrent accumulation of mucinous material, resulting in pseudomyxoma peritonei. Due to its spectrum of presentation, the classification of the appendiceal mucinous neoplasms remains a controversial subject with a range of management from a simple appendicectomy to a complex hyperthermic intraperitoneal chemotherapy (HIPEC). A 42-year-old Chadian male presented to the hospital with a sudden onset of right lower abdominal pain radiating to the inguinal region for 24 hours, associated with nausea and vomiting. The abdomen was distended and ascitic. Laboratory investigations revealed anemia, leukocytosis, hypernatremia, hypokalemia, elevated ESR, high CEA marker, and normal CA19-9. An abdominopelvic CT with contrast demonstrated extensive ascites and cystic masses in the liver, and pancreas with soft tissue thickening of the cecum; however, the appendix is not well-delineated. Patient was managed with chemotherapy and HIPEC followed by removal of all the affected parts. Nodules of the peritoneum and liver were submitted for histopathological analysis and a final diagnosis of pseudomyxoma peritonei of primary appendicular origin was established. This case highlights a case of extensive pseudomyxoma peritonei of appendicular origin managed aggressively by HIPEC and multiple resections of the involved organs. Prognosis of such a case is determined by the grade of the appendiceal tumor and the extent of invasion.