Tuberculosis is an endemic disease of worldwide concern. The most common involvement is in the form of pulmonary tuberculosis. Musculoskeletal system is involved in 20-30% of cases of extrapulmonary tuberculosis. Among these cases of musculoskeletal tuberculosis, vertebral column is most commonly involved followed by long bones. However, tuberculosis of flat bones like scapula is very rare. We present a case of a 56-year-old woman with painless swelling in the right lower back of chest. Ultrasonography suggested abscess formation. A chest X-ray and CT scan suggested coexisting pulmonary tuberculosis. CT revealed abscess with osteomyelitis of inferior angle of scapula. The abscess was aspirated and histopathological examination confirmed tubercular pathology. A 6-month course of antitubercular treatment resulted in complete resolution of symptoms.