Moringa oleifera stem and leaf (MOSL) represent a cost-effective unconventional feed resource, characterized by abundant crude protein, balanced amino acid profile, functional dietary fiber, and various bioactive substances, with a metabolizable energy level suitable for poultry feeding. This study systematically evaluated the nutritional value of MOSL and its feeding effects and underlying mechanisms in growing meat ducks. In Trial 1, the metabolizable energy and amino acid digestibility of MOSL in Muscovy ducks were determined using the force-feeding method. The results showed that the apparent metabolizable energy (AME) and true metabolizable energy (TME) of MOSL were 10.45 MJ/kg and 10.98 MJ/kg, respectively, with the true digestibility of methionine, lysine, and threonine reaching 79.80%, 79.98%, and 78.83%, respectively. For the 49-day feeding trial (Trial 2), a total of 150 clinically healthy 21 d male Muscovy ducks with uniform initial body weight (491.11 ± 30.41 g) were selected and randomly assigned to 5 dietary treatment groups, with 6 replicates per group and 5 ducks in each replicate. Ducks in each group were fed a basal diet supplemented with graded levels of MOSL at 0 (control, CON), 3%, 6%, 9% and 12%, respectively. The results showed that MOSL supplementation had no significant effect on the average daily feed intake (ADFI; P = 0.133) of ducks. However, dietary 6% and 9% MOSL inclusion significantly increased average daily gain (ADG; P = 0.041), reduced feed-to-gain ratio (F/G; P = 0.024). Relative to the control group, ducks in the 6% and 9% MOSL groups exhibited significantly higher apparent digestibility of crude protein (CP; P = 0.019) and crude fiber (CF; P = 0.007), notably enhanced digestive enzyme activities in both the pancreas and jejunum (P < 0.05), significantly reduced jejunal crypt depth (CD; P = 0.003), and elevated the villus height-to-crypt depth ratio (VH/CD; P < 0.001). MOSL supplementation significantly increased serum total superoxide dismutase (T-SOD) activity (P = 0.025), decreased malondialdehyde (MDA) content (P = 0.015). 16S rRNA gene sequencing revealed that 9% MOSL significantly enriched fiber-degrading bacteria, including Bacteroidota, Firmicutes, Prevotellaceae, and Butyricicoccaceae, while inhibiting the proliferation of pathogenic bacteria. Untargeted metabolomics analysis indicated that 9% MOSL supplementation reduced the accumulation of free amino acids and peptides in the intestine, upregulated bioactive compounds. In summary, this study is the first to systematically construct a nutritional value system for MOSL in meat ducks. MOSL enhances front-end nutrient digestion and absorption by increasing digestive enzyme activity and optimizing intestinal morphology, while strengthening hindgut crude fiber utilization by regulating gut microbiota and metabolic profiles. These synergistic effects comprehensively improve energy and protein utilization efficiency, enhance antioxidant capacity and metabolic homeostasis, and thus systematically improve the growth performance of meat ducks. The optimal dietary inclusion level of MOSL for growing meat ducks is 9%, which provides a scientific basis for the commercial application of MOSL in duck production