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Jellyfish are known to be opportunistic organisms that have been able to survive harsh conditions caused by climate change and environmental degradation for centuries. However, their aggregations can negatively impact affected regions' safety and socioeconomic well-being. Unfortunately, jellyfish tendency for attacks or blooms often go unrecognized beforehand. To address this issue, JELLY-XPLORE has been developed to provide species identification, morphological studies, species diversity, species evenness, and spatiotemporal variation within targeted areas. JELLY-XPLORE also integrates preliminary findings with Geographic Information System (GIS) to visualize the distribution of jellyfish species within the targeted area. By providing preliminary data on the current species residing in the area, JELLY-XPLORE aims to alert local communities, tourists, coastal authorities, and the general public to potential jellyfish-related risks. The goals of JELLY-XPLORE align with the United Nations' Sustainable Development Goals, including SDG 14 (Life Below Water), SDG 3 (Good Health and Well-being), and SDG 13 (climate action), promoting sustainability of coastal area activities and the safety of locals and the public.