Hello Abhinav S,
Thank you for posting your query in the Microsoft Q&A Community.
I understand that you would like to connect your on-premises server to your Azure environment for deployment purposes.
Please be informed that you need to create a deployment group and add this server as an agent on the deployment group.
Follow this link to get the steps on how to achieve this.
Let me know if further assistance is needed.
Babafemi