Shirley Mills is an unincorporated village in the town of Shirley, Piscataquis County, Maine, United States.

The community is 23 miles (37 km) northwest of Dover-Foxcroft.

Shirley Mills had a post office until June 20, 1986; it still has its own ZIP code, 04485.

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