Hyperledger Fabric Blockchain, a prevalent platform in enterprise systems, often poses challenges in network setup due to the diverse skillsets required in Hyperledger Fabric, chaincode development, and DevOps technologies. The scarcity of resources with these skillsets makes setup cumbersome and time-consuming. Addressing this, a GUI-based tool called Hyperledger Fabric Deployment Controller has been developed to simplify network creation and deployment. It allows spawning networks on local servers or cloud instances with minimal effort. The tool abstracts the complexities of setup, requiring only basic details like network name and organization count, while generating necessary configuration files automatically. With just four clicks, developers can initiate network setup, freeing them to focus on application development. Compatible with both single and multi-host environments, the tool significantly reduces operational complexity and time, benefiting businesses by expediting network deployment and operations.