Cunningham, a restricted free agent, is visiting with the Patriots on Thursday, Jason La Canfora of CBS Sports reports.
With Dion Lewis (knee) recovering from a mid-season ACL tear, the Patriots are interested in adding a cheap passing-down back to provide insurance. Cunningham has never displayed much running ability, but he did a solid job in his third-down role with the Rams the past two seasons.