People reported that Kim Kardashian West, Kourtney Kardashian, Khloe Kardashian and Kendall Jenner were also in attendance.
In addition, L.A. Reid, Adrienne Bailon and Big Boy made appearances at the church service - which Kanye has been taking around the country recently.
The 42-year-old recently took Sunday Service to Dayton, OH with Kim and his children, (North West, Saint West, Chicago West and Psalm West) put on a free concert for the community.
Last Thursday, Kim offered Kanye's fans a glance at his upcoming album.
The reality tv star tweeted a mysterious photo with the title of the rapper's new album, Jesus Is King.
The photo includes a copy of the bible opened to Psalm 57:6, a flashlight, a jar of lemons, rough drafts and a sheet of notebook paper hinting at the album title and possible tracklist.
The list also features the album's slated release date - September 27.