In the 2020–21 National Amateur League season, the club finished 4th in group B, qualifying for the promotion playoffs.

The following year Rabat Ajax also played in the UEFA Cup, where it met Yugoslav side Partizan Belgrade, with whom it lost both matches with a 0–2 scoreline.

In 1986–87 they were trounced 9–0 by eventual winners FC Porto at the Rio Ave stadium in Vila do Conde and 1–0 at home in Malta.

Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply.

Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply.