Is it possible to get all contacts that are available in org using salesforce API?

Hi Pranav,

Yes, you can retrieve all contacts record from your org using salesforce RESTor SOAPApi.
You can also use salesforce BULK Api if your org has large number of records.
You can use salesforce workbench to test Rest Api.