An 80-year-old male with pre-existing mild cognitive impairment developed a one-week history of progressive cognitive decline and a seizure episode. Neurological examination revealed impaired higher cognitive functions (orientation, concentration, and delayed recall) without focal deficits. There were no signs of meningeal irritation; however, the patient had a fever without leukocytosis. Empirical antibiotic treatment was initiated, and cerebrospinal fluid (CSF) was collected nine days later. The analysis revealed pleocytosis (6 white blood cells), elevated protein levels (147 mg/dL), a positive MOG antibody titer (1:320), and the presence of two oligoclonal bands, suggesting CNS inflammation. All infectious and autoimmune encephalitis panels returned negative results. Brain and cervical spine imaging did not show evidence of acute inflammation or demyelination. Due to the lack of improvement with empirical therapy, the patient was started on intravenous immunoglobulin (IVIG) for suspected atypical MOG antibody-related encephalitis. Treatment efficacy was assessed using the Mini Mental Status Exam (MMSE). The MMSE score improved from 13/30 on the second day of IVIG to 21/30 before discharge, and the repeat MOG antibody titer reduced to 1:80.