The Mt. Olive United Methodist Women organized in 1940 as the Woman's Society of Christian Service with 60 charter members. Today, the UMW is a community of women whose purpose is to:
- Know God and to experience freedom as whole persons through Jesus Christ;
- Develop a creative supportive fellowship;
- Expand concepts of mission through participation in the Global Ministries of the church.