Background/Objectives: Exposure to high altitudes often results in gastrointestinal disorders. This study aimed to identify probiotic strains that can alleviate such disorders. Methods: We conducted a microbiome analysis to investigate the differences in gut microbiota among volunteers during the acute response and acclimatization phases at high altitudes. Subsequently, we established a mouse model of intestinal barrier damage induced by high-altitude exposure to further investigate the roles of probiotic strains and 2-ketoglutaric acid. Additionally, we performed untargeted metabolomics and transcriptomic analyses to elucidate the underlying mechanisms. Results: The microbiome analysis revealed a significant increase in the abundance of Faecalibacterium prausnitzii during the acclimatization phase. Faecalibacterium duncaniae (F. duncaniae) significantly mitigated damage to the intestinal barrier and the reduction of 2-ketoglutaric acid levels in the cecal contents induced by high-altitude exposure in mice. Immunohistochemistry and TUNEL staining demonstrated that high-altitude exposure significantly decreased the expression of ZO-1 and occludin while increasing apoptosis in ileal tissues. In contrast, treatment with F. duncaniae alleviated the loss of ZO-1 and occludin, as well as the apoptosis induced by high-altitude exposure. Furthermore, 2-ketoglutaric acid also mitigated this damage, reducing the loss of occludin and apoptosis in mice. Transcriptomic analysis indicated that high-altitude exposure significantly affects the calcium signaling pathway; conversely, the administration of F. duncaniae significantly influenced the PPAR signaling pathway, mineral absorption, and the regulation of lipolysis in adipocytes. Additionally, the expression of the FBJ osteosarcoma oncogene (Fos) was markedly reduced following the administration of F. duncaniae. Conclusions: F. duncaniae mitigates hypoxia-induced intestinal barrier damage by increasing levels of 2-ketoglutaric acid and shows promise as a probiotic, ultimately aiding travelers in adapting to high-altitude environments.