After two seasons with Guimarães' Vitória SC, Capucho joined FC Porto, being a major part of a side that won three Primeira Liga titles and the 2002–03 UEFA Cup, starting in the final against Celtic. His worst domestic output came precisely that season, scoring four goals in 27 matches as the northerners won the treble.