diff --git a/coordinator/gscoordinator/template/CMakeLists.template b/coordinator/gscoordinator/template/CMakeLists.template
index 6d8a71cff069..cfc44958c23a 100644
--- a/coordinator/gscoordinator/template/CMakeLists.template
+++ b/coordinator/gscoordinator/template/CMakeLists.template
@@ -291,6 +291,7 @@ endif()
 # address the "illegal thread local variable reference to regular symbol" error
 # in recent version of brew installed protobuf on MacOS
 set(BUNDLED_Protobuf_LIBRARIES)
+set(BUNDLED_Protobuf_LIBRARIES_DLC)  # generated by delocate-wheel, see also: https://github.com/matthew-brett/delocate/issues/150
 if (APPLE)
     # find bundled protobuf library
     if (EXISTS "${ANALYTICAL_ENGINE_HOME}/lib/libprotobuf.dylib")
@@ -303,6 +304,7 @@ if (APPLE)
         file(GLOB PROTOBUF_LIBS "${ANALYTICAL_ENGINE_HOME}/../graphscope.dylibs/libprotobuf.*.dylib")
         if (PROTOBUF_LIBS)
             list(GET PROTOBUF_LIBS 0 BUNDLED_Protobuf_LIBRARIES)
+            string(REPLACE "${ANALYTICAL_ENGINE_HOME}/../" "/DLC/" BUNDLED_Protobuf_LIBRARIES_DLC ${BUNDLED_Protobuf_LIBRARIES})
         endif()
     endif()
     if (NOT BUNDLED_Protobuf_LIBRARIES)
@@ -310,6 +312,7 @@ if (APPLE)
         file(GLOB PROTOBUF_LIBS "${ANALYTICAL_ENGINE_HOME}/../graphscope_runtime/.dylibs/libprotobuf.*.dylib")
         if (PROTOBUF_LIBS)
             list(GET PROTOBUF_LIBS 0 BUNDLED_Protobuf_LIBRARIES)
+            string(REPLACE "${ANALYTICAL_ENGINE_HOME}/../" "/DLC/" BUNDLED_Protobuf_LIBRARIES_DLC ${BUNDLED_Protobuf_LIBRARIES})
         endif()
     endif()
     if (NOT BUNDLED_Protobuf_LIBRARIES)
@@ -323,6 +326,7 @@ if (APPLE)
         endif()
     endif()
     message(STATUS "Using BUNDLED_Protobuf_LIBRARIES: ${BUNDLED_Protobuf_LIBRARIES}")
+    message(STATUS "Using BUNDLED_Protobuf_LIBRARIES_DLC: ${BUNDLED_Protobuf_LIBRARIES_DLC}")
 endif()
 
 set(GRAPH_TYPE "$_graph_type")
@@ -459,6 +463,14 @@ endif ()
 
 if (APPLE AND BUNDLED_Protobuf_LIBRARIES)
     target_link_libraries(${FRAME_NAME} ${BUNDLED_Protobuf_LIBRARIES})
+
+    if (BUNDLED_Protobuf_LIBRARIES_DLC)
+        add_custom_command(TARGET ${FRAME_NAME}
+            POST_BUILD COMMAND ${CMAKE_INSTALL_NAME_TOOL} -change
+            "${BUNDLED_Protobuf_LIBRARIES_DLC}" "${BUNDLED_Protobuf_LIBRARIES}"
+            $<TARGET_FILE:${FRAME_NAME}>
+        )
+    endif ()
 endif ()
 
 # include the inplace cmake config at the end, to avoid affecting the CMake search path
diff --git a/coordinator/pyproject.toml b/coordinator/pyproject.toml
new file mode 100644
index 000000000000..69b163f11ae4
--- /dev/null
+++ b/coordinator/pyproject.toml
@@ -0,0 +1,7 @@
+[build-system]
+requires = ["setuptools", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[tool.black]
+line-length = 88
+exclude = '.*\/(forward|node_modules|\.eggs|build|_pb2\.py)\/.*'