Acute ischemic stroke (AIS) is a significant global health issue with increasing incidence owing to aging populations and rising cardiovascular risk factors. In addition to physical impairments, AIS frequently leads to neuropsychiatric complications, such as cognitive impairment, anxiety, and depressive symptoms, which adversely affect patients' quality of life and rehabilitation. Neutrophil gelatinase-associated lipocalin (NGAL) has emerged as a potential biomarker for various conditions, including AIS. This study investigated the association between serum NGAL levels at admission and neuropsychiatric complications in patients with AIS. To investigate the relationship between serum NGAL levels at admission and neuropsychiatric complications in patients with AIS. Between January 2022 and December 2023, 150 patients with AIS were enrolled. Serum NGAL levels were measured at admission using an enzyme-linked immunosorbent assay. Cognitive function was assessed using the Mini-Mental State Examination, while anxiety and depressive symptoms were evaluated using the Hospital Anxiety and Depression Scale at discharge. The relationship between serum NGAL levels and cognitive impairment, anxiety, and depressive symptoms was analyzed using multivariate logistic regression, adjusted for potential confounders of age, sex, body mass index, smoking status, hypertension, diabetes mellitus, dyslipidemia, previous stroke, and stroke severity. The mean age of the participants was 65.4 ± 10.2 years, and 58% were males. Prevalence rates of cognitive impairment, anxiety, and depressive symptoms at discharge were 34.7%, 28.0%, and 32.0%, respectively. Serum NGAL levels were significantly higher in patients with cognitive impairment (median: 5.6 ng/mL vs 3.2 ng/mL, P < 0.001), anxiety (median: 5.1 ng/mL vs 3.5 ng/mL, P = 0.002), and depressive symptoms (median: 5.4 ng/mL vs 3.3 ng/mL, P < 0.001), compared to those without these conditions. Multivariate logistic regression analysis showed that higher serum NGAL levels at admission were independently associated with cognitive impairment [odds ratio (OR) = 1.42, 95% confidence interval (CI): 1.18-1.71, P < 0.001], anxiety (OR = 1.28, 95%CI: 1.09-1.51, P = 0.003), and depressive symptoms (OR = 1.39, 95%CI: 1.16-1.67, P < 0.001) after adjusting for potential confounders. Elevated serum NGAL levels were independently associated with cognitive impairment, anxiety, and depressive symptoms in patients with AIS; and may function as potential biomarkers for patients at risk.