Gillespie \gi-lles-pie, gill(e)-spie\ as a boy's name is of Irish and Gaelic origin, and the meaning of Gillespie is "son of the bishop's servant".
Gillespie has 2 variant forms: Gillaspie and Gillis.
For more information, see also the related name Gillean.