
The meeting which was held at the Baptist Church in Bulawayo was stopped by the police as Archbishop Ncube was leading a departing prayer outside the church.
Prior to the prayer, Archbishop Ncube had been involved in an argument with police officers who had ordered the meeting to be stopped.
Archbishop Ncube wanted the meeting to go ahead despite it being illegal.
When journalists tried to speak to the cleric, he refused to comment.
"I cannot talk to you right now," he said briefly.
In 2007, Archbishop Ncube, who was the head of the Roman Catholic Church archdiocese in Bulawayo, made headlines when he was allegedly filmed having sex with a married woman.
Following the unearthing of the sex scandal, he resigned from the diocese.