Hello @Trupti Kamble
You can try this Jira add-on https://marketplace.atlassian.com/apps/1221150/power-bi-connector-for-jira?hosting=server&tab=overview developed by Alpha Serve team. Connector allows you to import any data from Jira to Microsoft Power BI. It is very easy to use, allows you to customize it to your needs and has a 30-day trial version and excellent customer support.
Here you can find out how to set up Power BI Jira integration using our plugin.
Really hope this helps!
JIRA has a robust API and you could use this to build an integration. https://developer.atlassian.com/server/jira/platform/rest-apis/
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