Yes, you can start a SEP-IRA for a one-member LLC with your SSN. A one-member LLC can be considered as a disregarded entity and you can file a Schedule C on your personal return.
Please read this IRS document for more information:
https://www.irs.gov/retirement-plans/retirement-plans-for-self-employed-people
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