During the 2010 Nashville flood, Mitchell located boats for water rescues before participating in some of those rescues and worked to assist neighbors after the flood, including simplifying the permitting process that allowed residents to rebuild. He also worked to bring a new library to Bellevue, which is scheduled to open in 2014. He led the expansion of the Harpeth River Greenway, added over 440 acres of protected land to Warner Parks, brought private sector curbside recycling to Bellevue, and secured resources for the FiftyForward J. L. Turner Center Transportation Program. In 2012, Mitchell voted against a property tax increase each time it was brought to a vote.