Took a bit to find the right setting. The yml file should look like default: paths: features: 'features' extensions: Behat\MinkExtension\Extension: goutte: guzzle_parameters: curl.options: CURLOPT_PORT: 8000 selenium2: ~ base_url: 'http://localhost:8000' browser_name: safari This way the goutte driver will use the correct port.
