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Web searches are often needed in collocated meetings. Many research projects have been conducted for supporting collaborative search in information-seeking meetings, where searches are executed both intentionally and intensively. However, for most common meetings, Web searches may happen randomly with low-intensity. They neither serve as main tasks nor major activities. This kind of search can be referred to as opportunistic search. The area of opportunistic search in meetings has not yet been studied. Our research is based upon this motivation. We propose an augmented tangible tabletop system with a semi-ambient conversation-context-aware surface as well as foldable paper browsers for supporting opportunistic search in collocated meetings. In this paper, we present our design of the system and initial findings.