Hi, I’ve managed to build and deploy Web Service project using Team Build. In order to do it I had to manually create Target to launch AspNetCompiler task in the build.proj file

Team Foundation Build is built on MSBuild. Check out the MSBuild Reference in the .NET Framework SDK