The rise of the Cloud Computing Continuum has been impacting the integration of edge computing, cloud infrastructure, redefining how data can be accessed, processed and shared. This ecosystem, however, embodies limitations, raising the need for an alternative approach. Through this work we explore the transformative potential of decentralized technologies by introducing a novel mechanism for a Data Store. Our proposition is based under a framework of decentralized agents that interoperate seamlessly under locations, enabling multi-diverse entities to have a common ground for information retrieval. We demonstrate how this approach in a form of a prototype can be leveraged to gather and provide necessary data from Cloud resources addressing decentralized challenges, fostering innovation whilst ensuring seamless data access across interconnected cloud environments and devices for effective design making.