A young alcoholic and heavy smoker was admitted because of Klebsiella pneumoniae bacteremia. The abdominal and pelvic computed tomography with enhancement revealed an abscess in the right prostate. He experienced blurred vision of his left eye on the third day during admission. Initial ocular examination revealed mild reaction in the anterior chamber and vitreous as well as multiple Roth's spots in the retina. The administration of empirical antibiotics including cefazolin and gentamicin intravenously was changed to ceftriaxone and amikacin after ophthalmologic consultation. After parenteral antibiotics for 3 weeks, the systemic condition was controlled, and the vision remained stable. During the past decades, many cases of endogenous Klebsiella pneumoniae endophthalmitis associated with liver abscess were reported in Taiwan. However, documented reports of this condition associated with a prostate abscess are rare. This case, classified as posterior focal endogenous endophthalmitis, had good prognosis under appropriate antibiotic treatment. Early diagnosis and prompt therapy are important for control of sepsis and restoration of vision.