The known benzonaphthyridine alkaloid, albogrisin A (1), and six new compounds, including two pyrazinone stereoisomers, albogrisin B (2)/B' (2'), together with four 4H-pyrroloquinolinones, two diastereoisomers, albogrisin C (3)/C' (3'), and their methyl esters, albogrisin D (4)/D' (4'), were isolated from mangrove-derived Streptomyces albogriseolus MGR072. 2 and 2' are converted into 1 in acidic aqueous solution but into 3/3' and 4/4' in 0.05% trifluoroacetic acid acetonitrile. 4 and 4' are new indoleamine 2,3-dioxygenase 1 inhibitors.