Exhibit 23.1

Consent of Independent Registered Public Accounting Firm

We consent to the incorporation by reference in the Registration Statement (Form S-8 No. 333-01047) pertaining to the Park-Ohio Industries, Inc. 401(K) Retirement Plan of our report dated June 14, 2024, with respect to the financial statements and schedule of the Park-Ohio Industries, Inc. 401(K) Retirement Plan included in this Annual Report (Form 11-K) for the year ended December 31, 2023.

/s/ BOBER, MARKEY, FEDOROVICH & COMPANY

Akron, Ohio

June 14, 2024