Many organisations are required to deal with large data sets. To handle the large data sets these organisations use hadoop cluster. But they need to set up hadoop cluster with different number of nodes several times. This is very common case for many organisations that have just started with hadoop cluster. Setting up hadoop cluster is not a difficult job but requires large human efforts and time. As the number of nodes increases, human efforts and time required also increase. An automation tool which will automate the hadoop cluster set up procedure will be the possible solution to reduce human efforts and time requirement. This study talks about the tool which will automate the hadoop cluster set up procedure. No tool had proved a single operator to install single-node and multi-node cluster.