Cities exist to concentrate access to opportunities. A systematic approach to assessing how each person experiences this access is a powerful tool for evaluating a city's performance. Who has more or less access, and why? UrbanAccessAnalyzer, a Python package and web app under development, using open geospatial data to provide detailed accessibility assessments for any urban area in the world, down to every building and street.