Cloud computing has captured a major attention of research community to provide efficient data management. SQL query processor based on cloud technology is an effort to introduce high-level needs like graphical interface which includes features of SQL-editing tool. A novel design has been presented to implement the cloud based SQL query processor on various databases (DB). The work presented in this study will support the ongoing development of technologies and research. A secure web based SQL editing system that will enable the students and staff to edit, execute the SQL statements and to perform syntax checking through GUI interface with the help of online interactive support and so that one can view the database through graphical representation has been developed with features like auto-complete/autosuggest that adds more user-friendliness to the system.