diff --git a/src/plugins/CMakeLists.txt b/src/plugins/CMakeLists.txt
--- a/src/plugins/CMakeLists.txt
+++ b/src/plugins/CMakeLists.txt
@@ -19,11 +19,10 @@
            PATTERN Messages.sh EXCLUDE)
 endfunction()
 
-set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake" ${CMAKE_MODULE_PATH})
-include(QMLModules)
-find_qmlmodule(Ubuntu.OnlineAccounts 0.1)
-find_qmlmodule(org.kde.kdeconnect 1.0)
-find_qmlmodule(org.kde.kquickcontrolsaddons 2.0)
+include(ECMQMLModules)
+ecm_find_qmlmodule(Ubuntu.OnlineAccounts 0.1)
+ecm_find_qmlmodule(org.kde.kdeconnect 1.0)
+ecm_find_qmlmodule(org.kde.kquickcontrolsaddons 2.0)
 
 find_package(KAccounts)
 find_package(KF5KIO ${KF5_DEP_VERSION} REQUIRED)
diff --git a/src/plugins/cmake/FindQMLModule.cmake.in b/src/plugins/cmake/FindQMLModule.cmake.in
deleted file mode 100644
--- a/src/plugins/cmake/FindQMLModule.cmake.in
+++ /dev/null
@@ -1,50 +0,0 @@
-#=============================================================================
-# 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(ECMFindModuleHelpersStub)
-
-execute_process(COMMAND qmlplugindump "@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/src/plugins/cmake/QMLModules.cmake b/src/plugins/cmake/QMLModules.cmake
deleted file mode 100644
--- a/src/plugins/cmake/QMLModules.cmake
+++ /dev/null
@@ -1,47 +0,0 @@
-#.rst:
-# FindQMLModule
-# -------
-#
-# Find QML modules through a find_qmlmodule() call.
-#
-#=============================================================================
-# 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 ${CMAKE_CURRENT_LIST_DIR})
-
-function(find_qmlmodule MODULE_NAME VERSION)
-    set(GENMODULE "${MODULE_NAME}-QMLModule")
-
-    configure_file("${MODULES_DIR}/FindQMLModule.cmake.in" "Find${GENMODULE}.cmake" @ONLY)
-
-    set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_BINARY_DIR}" ${CMAKE_MODULE_PATH})
-    find_package(${GENMODULE} ${ARGN})
-
-    set_package_properties(${GENMODULE} PROPERTIES
-        DESCRIPTION "${MODULE_NAME} is a runtime dependency"
-        TYPE RUNTIME)
-endfunction()