The use of social network is becoming gradually more popular on mobile devices. The important component of a social network application is a mobile presence service as it continuously uploads the existence information of each user's resembling online or offline, GPS site keep posting of friends information continually. In large-scale mobile presence services, if continuously keeping up to date information, then the huge number of messages shared out by the presence server may show the way to a scalability problem. So, the authors planned for an well-organized and scalable server design called Presence Cloud, to address the problems. Presence Cloud allows mobile presence services to support for the social network applications. Presence Cloud finds the existence of his/her companion and inform them of his/her appearance when a mobile user joins a network. For efficient presence searching, Presence Cloud categorizes presence servers categorized interested in a quorum-based server to server design in support of well-organized existence penetrating presence Cloud. To achieve small constant search latency like Directed search algorithms and a one-hop caching strategy, is also controlled by it. The authors scrutinized the presentation of Presence Cloud in periods of the search rate and search approval levels. Overall messages produced by the presence server when a user appears is called as the search rate. Search approval stage is characterized as the instance it obtains to find the new or in words user's companion catalog. The consequences of replications exhibit that Presence Cloud accomplishes presentation in the search rate without compromising search approval.