Elevated blood pressure has previously been associated with increased levels of circulating extracellular vesicles (EVs). However, studies on the relevance of EV cargos to hypertension are limited. Secreted protein acidic and rich in cysteine (SPARC) is involved in many metabolic diseases and endothelial dysfunction pathological processes. This study aimed to explore the association of serum EV‐derived SPARC with hypertension incidence. We conducted a cross‐sectional study on 125 Chinese, including 76 hypertension patients and 49 normotensive patients. Serum EVs were prepared via ultracentrifugation. The concentrations of serum EV‐derived SPARC and serum SPARC were measured by Luminex Assay. The correlations between serum EV‐derived SPARC and clinical variables were analyzed. Multivariate logistic regression analysis determined the association of serum EV‐derived SPARC levels with hypertension. Interaction subgroup analysis was used to evaluate the interaction of the relevant baselines on the association between serum EV‐derived SPARC levels and hypertension. Our findings revealed that the levels of SPARC derived from serum EVs were markedly elevated in individuals with hypertension, averaging 20.60 ng/mL (p < 0.01), when contrasted with the levels observed in normotensive subjects, which were 14.25 ng/mL (p < 0.01) in average. Multivariate logistic regression analysis revealed that serum EV‐derived SPARC levels were positively associated with hypertension (odds ratio [OR] 1.095; 95% confidence interval [CI] = 1.031–1.163; p value, 0.003), after adjusting for confounding factors. Interaction subgroup analysis demonstrated that no significant interaction with hypertension was observed for any particular covariate. The present study reveals that the elevated levels of serum EV‐derived SPARC were independently associated with hypertension.