In a future vision of Ambient Intelligence - or AmI - our surrounding environment will integrate a pervasive, interconnected network of devices. One important concern in AmI is the exact manner in which the large quantities of generated information are managed by a system formed mostly of devices with limited capabilities. This paper presents the first steps towards the realization of the AmIciTy framework: a multi-agent system that relies on local interaction and simple context measures, having as purpose the context-aware sharing of pieces of information. A prototype has been implemented and relevant simulation results are shown.