Reconfigurable machine tools are emerging as new generation machine tools for dealing with the fluctuating market scenario and immense competition between original equipment manufacturers. New approaches, mechanism and designs principles are required for the development of these machine tools in manufacturing systems. A lot of research work has been done in reconfigurable machine tool (i.e. lathe, milling, shaper, NC, CNC etc.) but still less work has been conducted to develop reconfigurable drilling machine. This paper presents a modular approach to develop Reconfigurable Drilling Machine Tool, which will allow the machine not only to reconfigure the modules in a certain way for performing a specific task but also to develop a new type of machine which can incorporate all the features of reconfiguration for the production of multiple part families on a single platform. A module library, which includes basic and auxiliary modules, is implemented on this machine tool to explain the core features (i.e. scalability, modularity, convertibility and flexibility). Probably, this proposed design contributes a theoretical approach for the reconfiguration features of drilling machine in Reconfigurable Manufacturing System and this proposed design is illustrated through a figure, which is developed on design software (i.e. solid works platform).