Can I set the default country code for phone numbers as blank while creating contacts and accounts?

No, the default country code for phone numbers can't be blank or empty while creating accounts or contacts.

The default for Phone, Country Code and Address, Country is based on the regional setting in the preferences. Navigate to Settings and Actions > Set Preferences and select Regional on the General Preferences tab to view or update the settings.