Does boto3 have a credential cache comparable to awscli?

With awscli there's a credential cache in ~/.aws/cli/cache which allows me to cache credentials for a while. This is very helpful when using MFA. Does boto3 have a similar capability or do I have to explicitly cache my credentials returned from session = boto3.session.Session(profile_name='CTO:Admin')?