System and method for efficiently implementing scalable, highly efficient decentralized proxy services through proxy infrastructures situated in different geo-locations. In one aspect, the systems and methods enable users from any geographical location to send requests to the geographically closest proxy infrastructure. One exemplary method described allows proxy infrastructures to gather, classify, and store metadata of exit nodes in its internal database. In another aspect, systems and methods described herein enable proxy infrastructures to select metadata of exit nodes from its internal database and forward requests from a user device to respective proxy servers or proxy supernodes to which the selected exit nodes are connected.