diff --git a/liberation-fonts.spec b/liberation-fonts.spec
index 485236f..77c0d41 100644
--- a/liberation-fonts.spec
+++ b/liberation-fonts.spec
@@ -12,7 +12,7 @@ New.
 Name:             %{fontname}-fonts
 Summary:          Fonts to replace commonly used Microsoft Windows fonts
 Version:          1.07.4
-Release:          3%{?dist}
+Release:          4%{?dist}
 Epoch:          1
 # The license of the Liberation Fonts is a EULA that contains GPLv2 and two
 # exceptions:
@@ -54,6 +54,7 @@ Shared common files of Liberation font families.
 %verify(not md5 size mtime) %{_fontdir}/fonts.dir
 %verify(not md5 size mtime) %{_fontdir}/fonts.scale
 %{catalogue}/%{name}
+%{_datadir}/appdata/Liberation.metainfo.xml
 
 %package -n %{fontname}-sans-fonts
 Summary:      Sans-serif fonts to replace commonly used Microsoft Arial
@@ -66,6 +67,7 @@ Requires:     %{fontname}-fonts-common = %{epoch}:%{version}-%{release}
 This is Sans-serif TrueType fonts that replaced commonly used Microsoft Arial.
 
 %_font_pkg -n sans -f *-%{fontname}-sans.conf  LiberationSans-*.ttf
+%{_datadir}/appdata/LiberationSans.metainfo.xml
 
 %package -n %{fontname}-serif-fonts
 Summary:      Serif fonts to replace commonly used Microsoft Times New Roman
@@ -79,6 +81,7 @@ This is Serif TrueType fonts that replaced commonly used Microsoft Times New \
 Roman.
 
 %_font_pkg -n serif -f *-%{fontname}-serif.conf  LiberationSerif*.ttf
+%{_datadir}/appdata/LiberationSerif.metainfo.xml
 
 %package -n %{fontname}-mono-fonts
 Summary:      Monospace fonts to replace commonly used Microsoft Courier New
@@ -92,6 +95,7 @@ This is Monospace TrueType fonts that replaced commonly used Microsoft Courier \
 New.
 
 %_font_pkg -n mono -f *-%{fontname}-mono.conf  LiberationMono*.ttf
+%{_datadir}/appdata/LiberationMono.metainfo.xml
 
 %package -n %{fontname}-narrow-fonts
 Summary:      Sans-serif Narrow fonts to replace commonly used Microsoft Arial Narrow
@@ -105,6 +109,7 @@ This is Sans-Serif Narrow TrueType fonts that replaced commonly used Microsoft \
 Arial Narrow.
 
 %_font_pkg -n narrow -f *-%{fontname}-narrow.conf LiberationSansNarrow*.ttf
+%{_datadir}/appdata/LiberationNarrow.metainfo.xml
 
 %prep
 %setup -q -n %{archivename}
@@ -135,6 +140,55 @@ install -m 0644 -p %{SOURCE4} \
 install -m 0644 -p %{SOURCE5} \
         %{buildroot}%{_fontconfig_templatedir}/%{fontconf}-narrow.conf
 
+# Add AppStream metadata
+mkdir -p %{buildroot}%{_datadir}/appdata
+cat > %{buildroot}%{_datadir}/appdata/Liberation.metainfo.xml <<EOF
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>Liberation</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <name>Liberation</name>
+  <summary>Open source versions of several commercial fonts</summary>
+</component>
+EOF
+cat > %{buildroot}%{_datadir}/appdata/LiberationSans.metainfo.xml <<EOF
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>LiberationSans</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <extends>Liberation</extends>
+</component>
+EOF
+cat > %{buildroot}%{_datadir}/appdata/LiberationSerif.metainfo.xml <<EOF
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>LiberationSerif</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <extends>Liberation</extends>
+</component>
+EOF
+cat > %{buildroot}%{_datadir}/appdata/LiberationMono.metainfo.xml <<EOF
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>LiberationMono</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <extends>Liberation</extends>
+</component>
+EOF
+cat > %{buildroot}%{_datadir}/appdata/LiberationNarrow.metainfo.xml <<EOF
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>LiberationNarrow</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <extends>Liberation</extends>
+</component>
+EOF
+
 for fconf in %{fontconf}-mono.conf \
              %{fontconf}-sans.conf \
              %{fontconf}-serif.conf \
@@ -148,6 +202,9 @@ mkfontscale %{buildroot}%{_fontdir}
 mkfontdir %{buildroot}%{_fontdir}
 
 %changelog
+* Wed Oct 15 2014 Richard Hughes <richard@hughsie.com> - 1:1.07.4-4
+- Add a MetaInfo file for the software center; this is a font we want to show.
+
 * Sat Jun 07 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 1:1.07.4-3
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_21_Mass_Rebuild