Nitish,
The GitHub Plugin is deprecated and the most recent LTS version of SonarQube is v6.7.5. You’ll have a hard time finding good support for either that plugin or v5.6.6 of SonarQube.
That being said, can you include the parameters you’re passing to the scanner, either on the command line or in a sonar-project.properties file?
Colin