McClure holds a Bachelor of Science in Economics from Virginia Commonwealth University. Early in life, she navigated significant personal challenges, including economic hardship and homelessness, while balancing familial responsibilities. McClure has extensive experience in public policy and legislative affairs, having served as Executive Director for the Virginia Legislative Black Caucus and Policy Director under a Lieutenant Governor. She has been recognized nationally for her contributions to law and policy, including being named to the Forbes 30 Under 30 List and receiving the EMILY'S LIST Gabrielle Giffords Rising Star Award. McClure currently serves in the Virginia House of Delegates, where she focuses on issues such as housing, education, and criminal justice reform.

Adele McClure's political identity is marked by a unique blend of progressive advocacy and strategic pragmatism, especially in housing and maternal health policies. McClure's legislative efforts to expand affordable housing and strengthen tenant protections reveal an ideologically agile approach, balancing community needs with regional economic realities. Her commitment to reproductive justice and maternal healthcare, evidenced by her support for increased postpartum doula visits and safeguarding reproductive rights, showcases a deeply personal yet broadly impactful policy stance. McClure's ability to navigate complex issues with a nuanced understanding of both local and systemic challenges makes her a compelling figure in contemporary politics.