diff --git a/.gitmodules b/.gitmodules
index a8f0d753..3438110a 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -152,3 +152,6 @@
 [submodule "zlib"]
 	path = zlib
 	url = https://github.com/madler/zlib.git
+[submodule "MNNLoader"]
+	path = MNNLoader
+	url = ../MNNLoader.git
\ No newline at end of file
diff --git a/MNNLoader b/MNNLoader
new file mode 160000
index 00000000..03050f70
--- /dev/null
+++ b/MNNLoader
@@ -0,0 +1 @@
+Subproject commit 03050f701671f6ba484a923aef3b88525314c08c
diff --git a/build/CommonTargets.CMake b/build/CommonTargets.CMake
index eaa31ce4..6bc9fe06 100644
--- a/build/CommonTargets.CMake
+++ b/build/CommonTargets.CMake
@@ -342,6 +342,25 @@ set(_FINDPACKAGE_MNN_LIBRARY_DIR "${CMAKE_CURRENT_BINARY_DIR}/MNN/lib")
 set(_FINDPACKAGE_MNN_INCLUDE_DIR "${CMAKE_CURRENT_BINARY_DIR}/MNN/include")
 include_directories(${_FINDPACKAGE_MNN_INCLUDE_DIR})
 
+# --------------------------------------------------------
+# Build MNNLoader
+ExternalProject_Add(MNNLoader
+  PREFIX MNNLoader
+  SOURCE_DIR "${THIRDPARTY_DIR}/MNNLoader"
+  CMAKE_CACHE_ARGS
+        -DCMAKE_INSTALL_PREFIX:PATH=${CMAKE_CURRENT_BINARY_DIR}/MNNLoader
+        -DBUILD_MNNLOADER_DIR:PATH=${CMAKE_CURRENT_BINARY_DIR}/MNNLoader
+        -DMNN_INCLUDE_DIR:PATH=${_FINDPACKAGE_MNN_INCLUDE_DIR}
+        -DMNN_LIBRARY_DIR:PATH=${_FINDPACKAGE_MNN_LIBRARY_DIR}
+        -DTESTING:BOOL=OFF
+        ${_CMAKE_COMMON_BUILD_PARAMS}
+  DEPENDS MNN
+)
+
+set(_FINDPACKAGE_MNNLOADER_CONFIG_DIR "${CMAKE_CURRENT_BINARY_DIR}/MNNLoader/lib/cmake/mnn")
+set(_FINDPACKAGE_MNNLOADER_LIBRARY_DIR "${CMAKE_CURRENT_BINARY_DIR}/MNNLoader/lib")
+set(_FINDPACKAGE_MNNLOADER_INCLUDE_DIR "${CMAKE_CURRENT_BINARY_DIR}/MNNLoader/include")
+
 # --------------------------------------------------------
 # builds ipfs-lite-cpp
 ExternalProject_Add(ipfs-lite-cpp