The rescue mission also teamed up with Meals on Wheels to help distribute before Thanksgiving.
Everyone received a meal and a $20 voucher to the rescue mission's thrift store.
"A lot of people are not having Thanksgiving this year because of shortages," said Parker. "We got together and figured it was a better way that we can bless those families that are in need."
In total, Parker plans to provide 400 turkeys to COVID-19 impacted families in North Carolina.
Parker is a Clinton native and now the founder of 39 Legends, a non-profit organization that helps young men excel in their football careers.
Parker will also be visiting First Baptist Church and Royal Lane Park in Clinton on Sunday afternoon.