This is how I solved the above problem
Go to Jenkins directory
/Users/me/Downloads/Jenkins
Then run Jenkins on any port (default 8080 or any other)
java -jar jenkins.war --httpPort=8081
And the localhost is working now.
This was a stupid situation.