By doing a little research I found a way to get back this Add a Gadget link. You have to just clear your browser's cache. Clearing your browser's cache and/or cookies can resolve a number of problems you may be experiencing while using Blogger or other sites.
Visit the following link to know about the procedure to clear browser's cache.
If you further face any problem then you can ask me via comment on this blog.