How to install Microsoft True Type fonts for Centos 7?

This is documented at: http://mscorefonts2.sourceforge.net/

yum install curl cabextract xorg-x11-font-utils fontconfig
yum install https://downloads.sourceforge.net/project/mscorefonts2/rpms/msttcore-fonts-installer-2.6-1.noarch.rpm

Try install one of these using rpm (I'm not sure which is better):

• http://www.my-guides.net/en/images/stories/fedora12/msttcore-fonts-2.0-3.noarch.rpm
• http://nchc.dl.sourceforge.net/project/mscorefonts2/rpms/msttcore-fonts-installer-2.6-1.noarch.rpm
• http://li.nux.ro/download/nux/dextop/el7/x86_64/webcore-fonts-3.0-1.noarch.rpm

BTW, if your problem is not compatible issue, please use free/libre fonts. There are many beautiful ones, such as DejaVu, Droid and URW.