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diazwatson \’s suggestion resolved this issue for me. Turned out I had my local installation on a secure and insecure base_url without http://.
Changing localhost/magentoinstall/ to http://localhost/magentoinstall/ in fields web/unsecure/base_url and web/secure/base_url of core_config_data table was the way I fixed it.