Acute lung injury (ALI) is an acute inflammatory disease, which severely impacts lung function with a high lethality rate. Chromone and maleimide are very important moieties of anti-inflammatory agents. Here, forty new chromone-maleimide hybrids were readily synthesized using a Heck-type coupling strategy in good yields and were screened for their anti-inflammatory activity. A majority of these hybrids showed high inhibitory potency against LPS-stimulated release of pro-inflammatory cytokines in macrophages. Preliminary structure-activity relationship studies led to the discovery of highly potent inhibitors. Five of them were found to inhibit lipopolysaccharide (LPS)-induced IL-6 and TNF-α release in a dose-dependent manner with IC50 values in the nanomolar rang. Furthermore, in vivo administration of 5e and 5g resulted in distinctly attenuated LPS-induced ALI via inhibiting the inflammation. Thus it is evident from our study that these novel chromone-maleimide hybrids present promising therapeutic potential for ALI.