With this tutorial, I will give you the steps to build MySQL Control Center as an RPM package from the binary distribution which available from MySQL AB.
Currently there is only an RPM file for Mandrake, and to compile mysqlcc from source requires MySQL 4.0 or newer to be installed.
Download the tarball mysqlcc-0.9.4-linux-glibc23.tar.gz from following URL: MySQL Control Center 0.9.4 (x86, glibc 2.3)