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Hello @Prabhu Chilukuri
Thank you for reaching out to Atlassian Community!
In Bitbucket Cloud, you may have to use this REST API to get the list of projects in a workspace
To get the list of repositories, you may have to use this REST API to get list of repositories in a workspace This returns the project key as well.
Let us know if you have any queries.
Via REST API of bitbucket we can get the list of repos.
I did find this link which has python script to get the list of all repositories https://www.middlewareinventory.com/blog/bitbucket-list-repositories/
Maybe with few modifications you can make it work according to your use case.