In one embodiment the present invention includes a computer implemented method of presenting relevant application components to a user of a computer system. The method includes capturing text displayed in open applications, determining key terms in the captured text based on a key terms catalog, and determining potentially relevant components by using the key terms to search a user interface dictionary. The user interface dictionary corresponds to a map between user interface strings and user interface components. The method further includes computing relevance scores for potentially relevant components, and presenting to the user the relevant components that correspond to relevant ones of the potentially relevant components, according to the relevance scores.