Is there any one who knows where and how to apply for dry cleaner license? -

I do not think there is one. You just need a business license.

There isn t one universal dry cleaner s license. You don t state where you live or where you intend to operate the business, and that makes a difference. Go to your city s web site, look under business, and find information about and applications for specific licenses.