The All Stars will now face another Kenyan side, Gor Mahia, who lead the nation’s top division, after they overcame Jang’Ombe Boys 2-0 earlier in the day.
In the other semi-final showdown, Tanzanian champions Young Africans will play Kenyan side AFC Leopards.
Both ties take place on Thursday 8 June, with the eventual winner of the tournament set to lift the SportPesa Super Cup and be given the chance to face Everton in a pre-season friendly at the National Main Stadium in Tanzania on 13 July.
The Blues' match in Dar es Salaam next month will celebrate the Club's record partnership with gaming giant SportPesa.