The national team was close to moving on to the next stage, but ended up losing by just one point, with the score ending 24-23.
After beating Angola, Cape Verde took to the field on Saturday to face the semi-finals with its counterpart from Morocco.
The Cape Verdean team beat Morocco by 23-19, having qualified for the first time for the final of the competition.
The final is played this Monday, where Cape Verde will face the host of the competition, Egypt.