After installing it https://download.gnome.org/binaries/win32/meld/ I had to tell Git to use Meld:
git config --global merge.tool meld
git config --global diff.tool meld
The last command tells Git where it can find Meld and depends on whether you are using Cygwin or Git for Windows:
Git for Windows: