The Economic Freedom Fighters (EFF) will also be heading to court.
The parties want Molefe’s re-appointment to be reviewed and set aside.
Molefe resigned last year and then was re-appointed over a week ago due to issues being raised about his R30 million retirement package.
This week it emerged that Molefe didn’t resign but was instead on unpaid leave.