git idea to merge 2 repo's into 1

Motivation:

Two repo's were created at different time for similar purposes and similar file names.  I want to combine them while keeping all commit history.   The problem is that the two share no common commit (i.e. commit hash).

Idea: 

Assign one commit as common, then add remote to repo 2 and rebase a repo2 branch onto the common node.