Adipose tissue is an energy store and a dynamic endocrine organ(1,2). In particular, visceral adipose tissue (VAT) is critical for the regulation of systemic metabolism(3,4). Impaired VAT function-for example, in obesity-is associated with insulin resistance and type 2 diabetes(5,6). Regulatory T (T-reg) cells that express the transcription factor FOXP3 are critical for limiting immune responses and suppressing tissue inflammation, including in the VAT(7-9). Here we uncover pronounced sexual dimorphism in T-reg cells in the VAT. Male VAT was enriched for T-reg cells compared with female VAT, and T-reg cells from male VAT were markedly different from their female counterparts in phenotype, transcriptional landscape and chromatin accessibility. Heightened inflammation in the male VAT facilitated the recruitment of T-reg cells via the CCL2-CCR2 axis. Androgen regulated the differentiation of a unique IL-33-producing stromal cell population specific to the male VAT, which paralleled the local expansion of T-reg cells. Sex hormones also regulated VAT inflammation, which shaped the transcriptional landscape of VAT-resident T-reg cells in a BLIMP1 transcription factor-dependent manner. Overall, we find that sex-specific differences in T-reg cells from VAT are determined by the tissue niche in a sex-hormone-dependent manner to limit adipose tissue inflammation. Visceral adipose tissue contains populations of regulatory T cells that exhibit sexual dimorphism, determined by the surrounding niche, and differ between male and female mice in terms of cell number, phenotype, transcriptional landscape and chromatin accessibility.