<i>N</i>-Methyl-d-aspartate receptors (NMDARs) are glutamate-gated Na<sup>+</sup> and Ca<sup>2+</sup>-permeable ion channels involved in excitatory synaptic transmission and synaptic plasticity. NMDAR hypofunction has long been implicated in the pathophysiology including major depressive disorders (MDDs). Herein, we report a series of furan-2-carboxamide analogues as novel NMDAR-positive allosteric modulators (PAMs). Through structure-based virtual screen and electrophysiological tests, FS2921 was identified as a novel NMDAR PAM with potential antidepressant effects. Further structure-activity relationship studies led to the discovery of novel analogues with increased potentiation. Compound <b>32h</b> caused a significant increase in NMDAR excitability <i>in vitro</i> and impressive activity in the forced swimming test. Moreover, compound <b>32h</b> showed no significant inhibition of hERG or cell viability and possessed a favorable PK/PD profile. Our study presented a series of novel NMDAR PAMs and provided potential opportunities for discovering of new antidepressants.