No, but if you are married and have been separated for the last 6 months of the tax year, then you have to qualify as Head of Household in order to avoid the status of married filing separately.
If you are married filing separately, then you do not qualify for the credit.
Married Filing Jointly, Single, or Qualifying Widow/Widower are all acceptable filing status for the EITC. Other conditions besides filing status apply.