Pioneer Municipal High Income Fund, Inc. is a fixed income mutual fund managed by Pioneer Investment Management, Inc. It invests primarily in municipal securities across the credit rating and maturity spectrum in the United States. The fund benchmarks its portfolio performance against the Barclays Municipal Bond Index and Barclays High Yield Municipal Bond Index.