Clergy housing allowance is considered earned income and affects your eligibility for the credit. Even though it is not taxable income for income tax purposes, it is income subject to self employment tax and thus counts as earned income when determining EIC.
See here for more https://www.irs.gov/credits-deductions/individuals/earned-income-tax-credit/special-eitc-rules
