Background: Dandouchi polypeptide (DDCP) is derived from Semen Sojae Praeparatum (Dandouchi in Chinese), a fermented product of Glycine max (L.) Merr. Semen Sojae Praeparatum is widely used in the food industry for its unique flavor and nutritional value, and DDCP, as its derivative, also shows potential health benefits in food applications. However, the specific active substances responsible for Semen Sojae Praeparatum and the underlying mechanisms involved have not been fully elucidated. Methods: DDCP was extracted from Semen Sojae Praeparatum using enzymes, and its antidepressant effects were tested in chronic unpredictable mild stress (CUMS)-induced mice. Immunohistochemistry, immunofluorescence, and western blotting were used to analyze neurogenesis and the nuclear factor κB (NF-κB) pathway. Moreover, an adeno-associated virus (AAV) shRNA was used to induce tripartite motif-containing 67 (TRIM67) deficiency to examine the function of TRIM67 in the neuroprotective effects of DDCP in depressive disorders. Results: DDCP reduced depressive behaviors in CUMS mice and the expression of proinflammatory markers in the hippocampus. DDCP promoted neurogenesis and modulated the TRIM67/NF-κB pathway, with TRIM67 deficiency impairing its antidepressant effect. Conclusions: This research revealed that DDCP has a protective effect on countering depression triggered by CUMS. Notably, TRIM67 plays a crucial role in mitigating depression through DDCP, positioning DDCP as a potential therapeutic option for treating depressive disorders.