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The AWS Cognito documentation is very sketchy when it comes to explaining OpenID Connect providers or how to implement auth using LinkedIn.

I'm not able to retrieve id_token similar to FB or Google JS SDK. AWS needs id_token to return the AWS credentials.

Anyone has successfully implemented Linked with AWS Cognito?

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No, it seems that LinkedIn does not offer full OpenID Connect. Also, a possible solution would be to use Cognito with Auth0 which can log you in via LinkedIn.

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