Grammy Award for Best Female Rap Solo Performance

The Grammy Award for Best Female Rap Solo Performance was an honor presented to female recording artists at the 45th Grammy Awards in 2003 and the 46th Grammy Awards in 2004 for quality rap solo performances. The Grammy Awards, an annual ceremony that was established in 1958 and originally called the Gramophone Awards, are presented by the National Academy of Recording Arts and Sciences of the United States to "honor artistic achievement, technical proficiency and overall excellence in the recording industry, without regard to album sales or chart position".

In 1991, the Academy began to honor individual rap performances with the Best Rap Solo Performance category. In 2003, the category was split into two to recognize Female and Male Rap Solo Performances. The categories remained separated by gender until 2005 when they were combined into the genderless category originally called Best Rap Solo Performance. American artist Missy Elliott won the award for Best Female Rap Solo Performance both years it was presented.