Sour rot, caused by Geotrichum citri-aurantii, is a major postharvest disease in citrus and results in significant economic losses. The genus Beauveria is recognized as a promising source of biocontrol agents for agricultural applications. Herein, we established a targeted strategy by integrating genomics and metabolomics to accelerate the discovery of new cyclopeptides from antagonistic metabolites produced by the marine-derived fungus Beauveria felina SYSU-MS7908. As a result, we isolated and characterized seven cyclopeptides, including six new molecules, isaridins I-N (1−6). Their chemical structures and conformational analysis were extensively elucidated using spectroscopic techniques (NMR, HRMS, and MS'MS data), modified Mosher's and Marfey's methods, and single-crystal X-ray diffraction. Notably, isaridin K (3) contains a peptide backbone with an N-methyl-2aminobutyric acid residue rarely found in natural cyclopeptides. Bioassays showed that compound 2 could significantly inhibit the mycelial growth of G. citri-aurantii by destroying the cell membrane. These findings provide an effective strategy for searching for new fungal peptides for potential agrochemical fungicides and also pave the way for further exploration of applications in agriculture, food, and medicine.