Failed to parse (PNG conversion failed; check for correct installation of latex, dvips…
If you are planning on using Math in mediawiki, and you have everything installed (Math, math, texvc, latex, dvipng) but you still get the error:
Failed to parse (PNG conversion failed; check for correct installation of latex, dvips, gs, and convert)
There is one last step that might need to be done. You will need to generate a latex.fmt file.You can do this with the command:
fmtutil-sys --all
There is a good conversation about it over here.