Okay so finally I could deal with it.

Here I am sharing the soln (may be its too layman thing but still
there can be more like me :D )

Steps:
1) Create your own Access Mode as following:
    a> Create Database Access Mode, name it woteva u want i called it
MySqlConnector
    b> Use Provider Tempate
         Driver={MySQL ODBC 5.1 Driver};Server=<%Server|text
%>;Database=<%Database|database%>;
         User=<%Username|text%>;Password=<%Password|password
%>;Option=3;
    c> Click on OK
2) Create Server connection using this new Access Mode.
    Server= localhost
    Databse=<not mandatory>
    User= root
    Password= <woteva it is>
3) Test Database Connection

Make Sure You Do Not Try Inserting quotes in provider template.
Boom Here is the successful DB connection :)
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