diff --git a/cmake/external/brpc.cmake b/cmake/external/brpc.cmake
index f806b302529693fd1de17cf527e62aaca68dc605..3c44168921a7cd434ee63ab250ddf2d6da103064 100755
--- a/cmake/external/brpc.cmake
+++ b/cmake/external/brpc.cmake
@@ -18,7 +18,6 @@ find_package(OpenSSL REQUIRED)
 
 message(STATUS "ssl:" ${OPENSSL_SSL_LIBRARY})
 message(STATUS "crypto:" ${OPENSSL_CRYPTO_LIBRARY})
-message(STATUS "WITH_SNAPPY:" ${WITH_SNAPPRY})
 
 add_library(ssl SHARED IMPORTED GLOBAL)
 set_property(TARGET ssl PROPERTY IMPORTED_LOCATION ${OPENSSL_SSL_LIBRARY})
@@ -37,6 +36,27 @@ set(BRPC_LIBRARIES
 
 include_directories(${BRPC_INCLUDE_DIR})
 
+# clone brpc to Paddle/third_party
+set(BRPC_SOURCE_DIR ${PADDLE_SOURCE_DIR}/third_party/brpc)
+set(BRPC_URL https://github.com/apache/brpc.git)
+set(BRPC_TAG 1.4.0)
+
+if(NOT EXISTS ${BRPC_SOURCE_DIR})
+  execute_process(COMMAND ${GIT_EXECUTABLE} clone -b ${BRPC_TAG} ${BRPC_URL}
+                          ${BRPC_SOURCE_DIR})
+else()
+  # check git tag
+  execute_process(
+    COMMAND ${GIT_EXECUTABLE} -C ${BRPC_SOURCE_DIR} describe --tags
+    OUTPUT_VARIABLE CURRENT_TAG
+    OUTPUT_STRIP_TRAILING_WHITESPACE)
+  if(NOT ${CURRENT_TAG} STREQUAL ${BRPC_TAG})
+    message(STATUS "Checkout brpc to ${BRPC_TAG}")
+    execute_process(COMMAND ${GIT_EXECUTABLE} -C ${BRPC_SOURCE_DIR} checkout -q
+                            ${BRPC_TAG})
+  endif()
+endif()
+
 # Reference https://stackoverflow.com/questions/45414507/pass-a-list-of-prefix-paths-to-externalproject-add-in-cmake-args
 set(prefix_path
     "${THIRD_PARTY_PATH}/install/gflags|${THIRD_PARTY_PATH}/install/leveldb|${THIRD_PARTY_PATH}/install/snappy|${THIRD_PARTY_PATH}/install/gtest|${THIRD_PARTY_PATH}/install/protobuf|${THIRD_PARTY_PATH}/install/zlib|${THIRD_PARTY_PATH}/install/glog"
@@ -46,8 +66,7 @@ set(prefix_path
 ExternalProject_Add(
   extern_brpc
   ${EXTERNAL_PROJECT_LOG_ARGS}
-  GIT_REPOSITORY "https://github.com/apache/incubator-brpc"
-  GIT_TAG 1.4.0
+  SOURCE_DIR ${BRPC_SOURCE_DIR}
   PREFIX ${BRPC_PREFIX_DIR}
   UPDATE_COMMAND ""
   CMAKE_ARGS -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
diff --git a/cmake/external/libmct.cmake b/cmake/external/libmct.cmake
index 15ee59642094a817fd4af51a9874b6ac24e0db91..44207750f717ec66f9e3e24edbf1d5eeceb92a71 100644
--- a/cmake/external/libmct.cmake
+++ b/cmake/external/libmct.cmake
@@ -65,9 +65,7 @@ ExternalProject_Add(
   COMMAND ${CMAKE_COMMAND} -E copy ${LIBMCT_DOWNLOAD_DIR}/CMakeLists.txt
           ${LIBMCT_INSTALL_DIR}
   CMAKE_ARGS -DCMAKE_INSTALL_PREFIX=${LIBMCT_INSTALL_ROOT}
-             -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
-  CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${LIBMCT_INSTALL_ROOT}
-                   -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE})
+  CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${LIBMCT_INSTALL_ROOT})
 
 add_library(libmct INTERFACE)
 
diff --git a/cmake/external/xbyak.cmake b/cmake/external/xbyak.cmake
index a146d53d606e95e7ea0d0a10de64540ebf3820c9..a384c36be40e12a8cb7fc67a33456eb3351c6bc8 100644
--- a/cmake/external/xbyak.cmake
+++ b/cmake/external/xbyak.cmake
@@ -39,9 +39,7 @@ ExternalProject_Add(
   PREFIX ${XBYAK_PREFIX_DIR}
   UPDATE_COMMAND ""
   CMAKE_ARGS -DCMAKE_INSTALL_PREFIX=${XBYAK_INSTALL_ROOT}
-             -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
-  CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${XBYAK_INSTALL_ROOT}
-                   -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE})
+  CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${XBYAK_INSTALL_ROOT})
 
 add_library(xbyak INTERFACE)