diff --git a/modules/ECMFindQMLModule.cmake.in b/modules/ECMFindQMLModule.cmake.in
new file mode 100644
--- /dev/null
+++ b/modules/ECMFindQMLModule.cmake.in
@@ -0,0 +1,51 @@
+#=============================================================================
+# Copyright 2015 Aleix Pol Gonzalez <aleixpol@blue-systems.com>
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#
+# 1. Redistributions of source code must retain the copyright
+#    notice, this list of conditions and the following disclaimer.
+# 2. Redistributions in binary form must reproduce the copyright
+#    notice, this list of conditions and the following disclaimer in the
+#    documentation and/or other materials provided with the distribution.
+# 3. The name of the author may not be used to endorse or promote products
+#    derived from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR
+# IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+# OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
+# IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT,
+# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
+# NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
+# THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#=============================================================================
+
+include(FindPackageHandleStandardArgs)
+
+find_program(QMLPLUGINDUMP_PROGRAM qmlplugindump)
+execute_process(COMMAND "${QMLPLUGINDUMP_PROGRAM}" "@MODULE_NAME@" "@VERSION@" ERROR_VARIABLE ERRORS_OUTPUT OUTPUT_VARIABLE DISREGARD_VARIABLE RESULT_VARIABLE ExitCode)
+
+if(ExitCode EQUAL 0)
+    set(@GENMODULE@_FOUND TRUE)
+    set(@GENMODULE@_VERSION "${PACKAGE_FIND_VERSION}")
+else()
+    message(STATUS "qmlplugindump failed for @MODULE_NAME@.")
+    set(@GENMODULE@_FOUND FALSE)
+endif()
+
+find_package_handle_standard_args(@GENMODULE@
+    FOUND_VAR
+        @GENMODULE@_FOUND
+    REQUIRED_VARS
+        @GENMODULE@_FOUND
+    VERSION_VAR
+        @GENMODULE@_VERSION
+    HANDLE_COMPONENTS
+)
+
+
diff --git a/modules/ECMQMLModules.cmake b/modules/ECMQMLModules.cmake
new file mode 100644
--- /dev/null
+++ b/modules/ECMQMLModules.cmake
@@ -0,0 +1,67 @@
+#.rst:
+# FindQMLModule
+# -------
+#
+# Find QML import modules through a find_qmlmodule() call.
+# It uses the qmlplugindump application to find the plugins and sets them up as
+# runtime dependencies.
+#
+# This is useful so that when we configure a project we are noified when some
+# QML imports are not present in the system, thus having the application compilable
+# but fail at runtime.
+#
+# ::
+#   ecm_find_qmlmodule(<module_name> <version>...)
+#
+# Any further arguments passed will be forwarded into a find_package() call. See
+# find_package() documentation for more information.
+#
+# Usage example:
+#
+# .. code-block:: cmake
+#
+#   ecm_find_qmlmodule(org.kde.kirigami 2.1)
+#
+#=============================================================================
+# Copyright 2015 Aleix Pol Gonzalez <aleixpol@blue-systems.com>
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#
+# 1. Redistributions of source code must retain the copyright
+#    notice, this list of conditions and the following disclaimer.
+# 2. Redistributions in binary form must reproduce the copyright
+#    notice, this list of conditions and the following disclaimer in the
+#    documentation and/or other materials provided with the distribution.
+# 3. The name of the author may not be used to endorse or promote products
+#    derived from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR
+# IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+# OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
+# IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT,
+# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
+# NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
+# THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#=============================================================================
+
+set(MODULES_DIR ${CMAKE_CURRENT_LIST_DIR})
+
+function(ecm_find_qmlmodule MODULE_NAME VERSION)
+    set(GENMODULE "${MODULE_NAME}-QMLModule")
+
+    configure_file("${MODULES_DIR}/ECMFindQMLModule.cmake.in" "Find${GENMODULE}.cmake" @ONLY)
+
+    set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_BINARY_DIR}" ${CMAKE_MODULE_PATH})
+    find_package(${GENMODULE} ${ARGN})
+
+    if(COMMAND set_package_properties)
+        set_package_properties(${GENMODULE} PROPERTIES
+            DESCRIPTION "QML module '${MODULE_NAME}' is a runtime dependency."
+            TYPE RUNTIME)
+    endif()
+endfunction()
diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt
--- a/tests/CMakeLists.txt
+++ b/tests/CMakeLists.txt
@@ -211,3 +211,16 @@
         ${CMAKE_COMMAND} -P "${CMAKE_CURRENT_BINARY_DIR}/ECMPoQmToolsTest/check.cmake"
     )
 endif()
+
+find_package(Qt5Quick CONFIG)
+set_package_properties(
+    Qt5Quick
+    PROPERTIES
+        URL "http://www.qt.io/"
+        DESCRIPTION "Qt5 Quick library."
+        TYPE OPTIONAL
+        PURPOSE "Required to run tests for the ECMQMLModules module."
+)
+if (TARGET Qt5::Quick)
+    add_test_macro(ECMQMLModules dummy)
+endif()