EXHIBIT 23 CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRMS McGladrey & Pullen Certified Public Accountants Consent of Independent Registered Public Accounting Firm We consent to the incorporation by reference in the Registration Statement of First Federal Bankshares, Inc. on Form S-8 (No. 333-82143) of our report, dated September 13, 2005, appearing in this Annual Report on Form 10-K of First Federal Bankshares, Inc. for the year ended June 30, 2005. McGLADREY & PULLEN, LLP Des Moines, Iowa September 13, 2005 Consent of Independent Registered Public Accounting Firm The Board of Directors First Federal Bankshares, Inc.: We consent to incorporation by reference in the Registration Statement #333-82143 on Form S-8 of First Federal Bankshares, Inc. of our report dated August 8, 2003, relating to the consolidated statements of income, changes in stockholders' equity and comprehensive income, and cash flows of First Federal Bankshares, Inc. and subsidiaries for the year ended June 30, 2003, which report appears in the June 30, 2005, annual report on Form 10-K of First Federal Bankshares, Inc. /s/ KPMG LLP Des Moines, Iowa September 12, 2005