Thymic epithelial cells (TEC) play an indispensable role in the development and selection of immunocompetent, yet self-tolerant T cells. To provide further insights into TEC functional and developmental diversity, we utilized multiome analysis, which revealed a detailed atlas of the TEC compartment based on their transcriptional states and chromatin landscapes. The analysis also highlighted numerous unconventional TEC subsets, which shared striking similarities with functionally well-defined parenchymal populations, including endocrine cells, microfold cells or myocytes. Moreover, our fate mapping experiments revealed that most of these rare TEC “parenchymal analogues” differentiated from Csnb+ MHCIIhi mTEC precursors, with varying impacts of Aire on their development. By further focusing on the endocrine- and the microfold-TEC populations, we found that both subsets play different and non-redundant functional roles and require different transcription factors for their terminal differentiation. Specifically, while the endocrine-TEC required Insm1 for their development, and were critical for induction of self-tolerance to various endocrine tissues, the microfold-TEC required Spib for their development, and were essential for the generation of thymic IgA+ plasma cells. Collectively, our study reveals that MHCIIhi mTEC have the potential to differentiate into various types of molecularly functionally defined cells, which not only contribute to the induction of central tolerance, but also regulate homeostasis of other thymus-resident populations.