Familial Mediterranean fever (FMF) is an autoinflammatory disease caused by mutations in the MEFV gene and characterized by recurrent episodes of fever and polyserositis. To date, over 317 MEFV mutations have been reported, only nine of which account for almost all Japanese patients with FMF. Therefore, the prevalence of rare MEFV variants and their clinical characteristics remains unclear. This study identified MEFV mutations previously unreported in the Japanese population and described their clinical features. We performed MEFV genetic testing in 488 Japanese patients with clinically suspected FMF. Of these patients, we retrospectively analyzed three patients with novel or very uncommon MEFV mutations. In all patients, the clinical diagnosis of FMF was made according to Tel-Hashomer's criteria. One novel missense mutation (N679H) and two rare mutations (T681I and R410H) were identified in the MEFV gene. These mutations were found in compound heterozygous or complex genotypes with other known mutations in exons 1 or 2. According to clinical images, all three patients exhibited typical FMF symptoms. A number of patients with FMF caused by novel or uncommon MEFV variants might exist in the Japanese population; therefore, careful genetic testing is required for accurate diagnosis of this curable genetic disorder.