diff --git a/windows/config-appveyor.ini b/windows/config-appveyor.ini
index 9fadf3d..73f548b 100644
--- a/windows/config-appveyor.ini
+++ b/windows/config-appveyor.ini
@@ -8,7 +8,8 @@ psvince = %(here)s\psvince.dll
 lrelease = %(sitepackages)s\PyQt5\bin\lrelease.exe
 portablelauncher = %(here)s\..\..\PortableApps.comLauncher\PortableApps.comLauncherGenerator.exe
 portableinstaller = %(here)s\..\..\PortableApps.comInstaller\PortableApps.comInstaller.exe
-mudrawbin = %(here)s\..\mupdf-1.9a-windows\mutools.exe
+mutoolbin = %(here)s\..\..\mupdf-1.9a-windows\mutool.exe
+mediainfobin = %(here)s\..\..\MediaInfo\MediaInfo.exe
 
 [paths]
 branch = %(projects)s\trunk
diff --git a/windows/config.ini.default b/windows/config.ini.default
index 7530908..04c786b 100644
--- a/windows/config.ini.default
+++ b/windows/config.ini.default
@@ -8,7 +8,8 @@ psvince = %(here)s\psvince.dll
 lrelease = %(sitepackages)s\PyQt5\bin\lrelease.exe
 portablelauncher = %(progfiles)s\PortableApps.comLauncher\PortableApps.comLauncherGenerator.exe
 portableinstaller = %(progfiles)s\PortableApps.comInstaller\PortableApps.comInstaller.exe
-mudrawbin = %(here)s\..\mupdf-1.8-windows\mudraw.exe
+mutoolbin = %(here)s\..\mupdf-1.9a-windows\mutool.exe
+mediainfobin = %(here)s\..\MediaInfo\MediaInfo.exe
 
 [paths]
 branch = %(projects)s\trunk
diff --git a/windows/windows-builder.py b/windows/windows-builder.py
index 6ac1f66..ba6b994 100755
--- a/windows/windows-builder.py
+++ b/windows/windows-builder.py
@@ -49,9 +49,8 @@ HTML Help Workshop
     This is used to create the help file.
 
 PyInstaller
-    PyInstaller should be a git clone of either
-    https://github.com/matysek/pyinstaller branch python3 or
-    https://github.com/pyinstaller/pyinstaller branch python3
+    PyInstaller should be a git clone of
+    https://github.com/matysek/pyinstaller branch develop
 
 Bazaar
     You need the command line "bzr" client installed.
@@ -86,16 +85,15 @@ Mako
 
         http://www.makotemplates.org/download.html
 
-SQLAlchemy Migrate
-    Required for the databases used in OpenLP.  The package can be
-    obtained here:
-
-        http://code.google.com/p/sqlalchemy-migrate/
-
 MuPDF
     Required for PDF support in OpenLP. Download the windows build from
-    mupdf.com, extract it, and set the mudrawbin option in the config file to
-    point to mudraw.exe
+    mupdf.com, extract it, and set the mutoolbin option in the config file to
+    point to mutool.exe.
+
+MediaInfo
+    Required for the media plugin. Download the 32-bit CLI windows build from
+    https://mediaarea.net/nn/MediaInfo/Download/Windows and set the
+    mediainfobin option in the config file to point to MediaInfo.exe.
 
 Portable App Builds
     The following are required if you are planning to make a portable build of
@@ -212,7 +210,8 @@ class WindowsBuilder(object):
         self.psvince = os.path.abspath(self.config.get('executables', 'psvince'))
         self.portableinstaller = os.path.abspath(self.config.get('executables', 'portableinstaller'))
         self.portablelauncher = os.path.abspath(self.config.get('executables', 'portablelauncher'))
-        self.mudraw_bin = os.path.abspath(self.config.get('executables', 'mudrawbin'))
+        self.mutool_bin = os.path.abspath(self.config.get('executables', 'mutoolbin'))
+        self.mediainfo_bin = os.path.abspath(self.config.get('executables', 'mediainfobin'))
         if os.path.exists(os.path.join(self.site_packages, 'PyQt5', 'bin')):
             # Older versions of the PyQt5 Windows installer put their binaries
             # in the "bin" directory
@@ -405,11 +404,16 @@ class WindowsBuilder(object):
             copy(os.path.join(self.helpfile_path, 'OpenLP.chm'), os.path.join(self.dist_path, 'OpenLP.chm'))
         else:
             self._print('... WARNING: Windows help file not found')
-        self._print_verbose('... mudraw.exe')
-        if self.mudraw_bin and os.path.isfile(self.mudraw_bin):
-            copy(os.path.join(self.mudraw_bin), os.path.join(self.dist_path, 'mudraw.exe'))
+        self._print_verbose('... mutool.exe')
+        if self.mutool_bin and os.path.isfile(self.mutool_bin):
+            copy(os.path.join(self.mutool_bin), os.path.join(self.dist_path, 'mutool.exe'))
         else:
-            self._print('... WARNING: mudraw.exe not found')
+            self._print('... WARNING: mutool.exe not found')
+        self._print_verbose('... MediaInfo.exe')
+        if self.mediainfo_bin and os.path.isfile(self.mediainfo_bin):
+            copy(os.path.join(self.mediainfo_bin), os.path.join(self.dist_path, 'MediaInfo.exe'))
+        else:
+            self._print('... WARNING: MediaInfo.exe not found')
 
     def update_translations(self):
         """
@@ -616,7 +620,7 @@ class WindowsBuilder(object):
         self._print_verbose('Windows resources: .......%s', self.winres_path)
         self._print_verbose('VCBuild path: ............%s', self.vcbuild)
         self._print_verbose('PPTVIEWLIB path: .........%s', self.pptviewlib_path)
-        self._print_verbose('Mudraw binary ............%s', self.mudraw_bin)
+        self._print_verbose('Mutool binary ............%s', self.mutool_bin)
         self._print_verbose('')
         if not self.args.skip_update:
             self.update_code()