Abstract Increasing prevalence of metabolic syndrome (MetS) is causing significant health burden among the European population. Current knowledge supports the notion that endocrine disrupting chemicals (EDCs) interfere with human metabolism and hormonal balance, contributing to the conventionally recognized life-style related risk factors for MetS. In relation to the Human biomonitoring initiative (HBM4EU) five priority substances (Bisphenol A, Per- and polyfluoroalkyl substances (PFASs), Phthalates, Cadmium and Arsenic) and their association with adverse metabolic health effects were examined. A methodological framework for scoping reviews was followed to increase consistency and transparency throughout the process. A literature review was conducted to identify epidemiological studies focusing on the association between MetS or its individual components and the five HBM4EU priority substances. Human biomonitoring studies have been able to present evidence supporting EDC exposure and development of individual MetS components; however the strength of the association varies between the components and EDCs. Most of the identified literature examined Bisphenol A and Phthalate exposure, usually targeting obesity, anthropometrics or glucose metabolism. Evidence suggests a positive association between Bisphenol A and Phthalate exposure and obesity-related components. The substance group of PFASs indicated weakest association, as the results were inconsistent and were suggestive only for a positive association with development of dyslipidaemia. Current evidence on metabolic disturbances and EDCs are inconclusive and fragmented, hence establishing harmonized and standardized human biomonitoring procedures among the European population are needed. Rigorous and ongoing human biomonitoring in combination with health monitoring could provide comprehensive information on EDC exposure and association of metabolic disturbances. Key messages EDC exposure is ubiquitous within European population, hence more human biomonitoring in combination with health surveys is needed to strengthen knowledge on human’s metabolic health. MetS is an increasing global health concern, which requires novel approaches to tackle the challenge.