Mount Vernon Baptist Church is affiliated with the following religious organizations:
- American Baptist Chruches/USA
- American Baptist Churches of the South
- General Baptist State Convention of North Carolina, Inc.
- Interdenominational Ministerial Alliance of Durham and Vicinity
- Lott Carey Foreign Missions Convention
- New Hope Missionary Baptist Association
- Progressive National Baptist Convention
- Women's Baptist Home & Foreign Missions Convention of North Carolina