Seven new prenylated indole diketopiperazine alkaloids, including compound 1, 3 spirotryprostatins C–E (2–4), 2 derivatives of fumitremorgin B (5 and 6), and 13-oxoverruculogen (7), have been isolated from the holothurian-derived fungus Aspergillus fumigatus, along with 12 known ones (8–19). The structures of the new compounds were determined on the basis of extensive spectroscopic data and amino acid analysis. All new compounds were evaluated for their cytotoxic activities on MOLT-4, A549, HL-60, and BEL-7420 cell lines by the MTT and SRB methods.