The ethyl acetate-soluble fraction from the ethanolic extract of Angelica keiskei showed potent inhibitory activity against the production of nitric oxide (NO) in lipopolysaccharide (LPS)-activated RAW 264.7 cells. We identified seven chalcones (1-7) from EtOAc-soluble fractions through the activity-guided separation. Four active principles, identified as 4-hydroxyderrcine (1), xanthoangelol E (2), xanthokeismin A (4), and xanthoangelol B (5), inhibited the production of NO and the expression of proinflammatory cytokines, interleukin (IL)-1β and IL-6, in LPS-activated macrophages. Western blotting and reverse transcription-polymerase chain reaction analysis demonstrated that these chalcones attenuated protein and mRNA levels of inflammatory enzymes such as inducible nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2). Moreover, these active compounds suppressed the degradation of inhibitory-κBα (I-κBα) and the translocation of nuclear factor κB (NF-κB) into nuclei of LPS-activated macrophages. These data demonstrate that four chalcones (1, 2, 4, and 5) from A. keiskei can suppress the LPS-induced production of NO and the expression of iNOS/COX-2 genes by inhibiting the degradation of I-κBα and nuclear translocation of NF-κB. Taken together, four chalcones from A. keiskei may have efficacy as anti-inflammatory agents.