Kanye, who planned details of the engagement, did not invite Kim's stepfather to the proposal which took place at the AT&T Park in San Francisco on October 21, reported TMZ.
"Kanye did not tell Bruce his plan because the two never had real conversation," a source said.
Apart from Bruce, Kim's family members and close friends joined the newly-engaged couple after the grand proposal.
In a photo shared by Khloe Kardashian, Kylie Jenner was seen crying from happiness.
"Clearly Kylie Jenner and I were having a moment! Tears Of Joy. Sisters," Khloe wrote.