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Consul client uses urllib3 with a verify=True by default. When SSL verification is disabled with verify=False, we can see CERTIFICATE_VERIFY_FAILED exceptions. With urllib3 1.19.1-1 on Debian Stretch, the "cert_reqs" argument must be explicitaly set to ssl.CERT_NONE to effectively disable SSL verification.