If you are building from source you will need autoconf & automake (you will definitely need make):
% ./autogen.sh
% ./configure
% make
Use the program in situ or place it somewhere in your $PATH by using:
% sudo make install
zlib - used to compress ID3 frames & expand already compressed frames available from http://www.zlib.net
To build on Mac OS X / macOS just do a straight forward as shown above.
AtomicParsley builds under cygwin and/or mingw using the same procedure as above.
Foosatraz built in Windows 8 using MinGW.
MinGW-get version 0.6.2-beta-20131004-1
mingw-libz version 1.2.8-1 from MinGW Installation Manager
% ./autogen.sh
% ./configure --prefix=/mingw
% make LDFLAGS=-static
% strip AtomicParsley.exe
Full details pdf
To build with MSVC, you will need to create your own project file; look at the list of source files in Makefile.am; you need to add all of the source files except the .mm files. You will also need to provide your own zlib.
If you don't want to build it yourself, Jon Hedgrows' fork maintains pre-built Windows binaries of the Wez fork: Windows Downloads