BACKGROUND: Dengzhan Shengmai Capsule (DZSMC) is a potential treatment for chronic heart failure (CHF). However, its specific benefits in the treatment of CHF remain unclear. METHODS: Related randomized controlled trials were searched in eight databases up to January 28, 2025, and included studies were determined according to the inclusion criteria. Subsequently, the basic characteristics and data from these studies were recorded using Excel 2010. Outcome-related data were subsequently imported into Revman 5.3 for meta-analysis. RESULTS: Fifteen randomized controlled trials with 1606 patients were included in this meta-analysis. The results showed that compared to conventional treatment group, DZSMC combination group significantly improved the clinical effective rate [RR = 1.21, 95% CI (1.16,1.26), CONCLUSION: DZSMC effectively improves clinical symptoms, cardiac function, and ventricular remodeling in CHF patients, with good safety, making it a potential adjuvant therapy for CHF. However, further research is needed to explore the long-term safety of DZSMC in order to enrich clinical evidence. SYSTEMATIC REVIEW REGISTRATION: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024507368, PROSPERO [CRD42024507368].