Hello @Darshan_Hiranandani
I think the first thing to know is whether you are using our newer Atlas SQL JDBC Driver or the older one, that is associated with our BI Connector.

If your db is in Atlas, I highly suggest you use our Atlas SQL JDBC Driver.

Also, from reading the Knowage docs, it appears they have established a way to connect to MongoDB using a Java driver. Add new Data Source — Knowage documentation

But, possibly our new SQL JDBC Driver could work, it is hard to tell until I get in there first hand.

Here are the instructions Knowage published for a Java connection (Not JDBC):
Example parameters for the connection are:

** Dialect: MongoDB;*
** Driver Class: mongo;*
** Connection URL: mongodb://localhost:27017/foodmart(please don’t include user and password in this URL).*

Please keep in mind that the user needs the correct privileges to access to the specified database. For example, on MongoDB you can create a user using this command on the Mongo shell.

This last tip is important, basically it says that you can test out connection and user priveledges from a connection within our Mongosh (Mongo Shell).

Connection may be timing out if you are mixing the JDBC Driver with the Java Driver? I am interested proving out connection to this tooling, so please keep me posted.

Best,
Alexi
PM SQL Interface, BI Connector