diff --git a/docs/source/tutorials/multi_node_pd_disaggregation_mooncake.md b/docs/source/tutorials/multi_node_pd_disaggregation_mooncake.md
index fefb86f2..1db83e07 100644
--- a/docs/source/tutorials/multi_node_pd_disaggregation_mooncake.md
+++ b/docs/source/tutorials/multi_node_pd_disaggregation_mooncake.md
@@ -57,23 +57,14 @@ for i in {0..15}; do hccn_tool -i $i -ping -g address x.x.x.x;done
 Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. First, we need to obtain the Mooncake project. Refer to the following command:
 
 ```shell
-git clone https://github.com/kvcache-ai/Mooncake.git
+git clone -b v0.3.7.post2 --depth 1 https://github.com/kvcache-ai/Mooncake.git
 ```
 
-Update and install Python
-
-```shell
-apt-get update
-apt-get install python3
-```
-
-Modify Mooncake compilation option
+(Optional) Replace go install url if the network is poor
 
 ```shell
 cd Mooncake
-vi mooncake-common/common.cmake
-# find this row and set USE_ASCEND_DIRECT ON.
-option(USE_ASCEND_DIRECT "option for using ascend npu with adxl engine" ON)
+sed -i 's|https://go.dev/dl/|https://golang.google.cn/dl/|g' dependencies.sh
 ```
 
 Install mpi
@@ -93,7 +84,7 @@ Compile and install
 ```shell
 mkdir build
 cd build
-cmake ..
+cmake .. -USE_ASCEND_DIRECT=ON
 make -j
 make install
 ```
diff --git a/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh b/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh
index 8fb4610b..7627cf0c 100644
--- a/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh
+++ b/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh
@@ -9,15 +9,13 @@ YELLOW="\033[0;33m"
 RED="\033[0;31m"
 NC="\033[0m" # No Color
 
-branch=${1:-pooling_async_memecpy_v1}
-point=${2:-8fce1ffab3930fec2a8b8d3be282564dfa1bb186}
+branch=${1:-v0.3.7.post2}
 
-repo_url="https://github.com/AscendTransport/Mooncake"
+repo_url="https://github.com/kvcache-ai/Mooncake"
 repo_name="Mooncake"
 state_file=".build_state"
 
 echo "[INFO] Branch: $branch"
-echo "[INFO] Commit: $point"
 echo "-------------------------------------------"
 
 
@@ -29,22 +27,36 @@ if ! is_done "clone"; then
   if [ -d "$repo_name" ]; then
     echo "[WARN] Directory $repo_name already exists, skipping clone."
   else
-    git clone -b "$branch" "$repo_url" "$repo_name"
+    git clone --branch "$branch" --depth 1 "$repo_url" "$repo_name"
   fi
-  cd "$repo_name"
-  git fetch --all
-  git checkout "$point" || { echo "[ERROR] Checkout failed."; exit 1; }
-  cd ..
   mark_done "clone"
 else
   echo "[SKIP] Clone step already done."
 fi
 
+init_ascend_env() {
+    cann_in_sys_path=/usr/local/Ascend/ascend-toolkit; \
+    cann_in_user_path=$HOME/Ascend/ascend-toolkit; \
+    uname_m=$(uname -m) && \
+    if [ -f "${cann_in_sys_path}/set_env.sh" ]; then \
+        source ${cann_in_sys_path}/set_env.sh; \
+        export LD_LIBRARY_PATH=${cann_in_sys_path}/latest/lib64:${cann_in_sys_path}/latest/${uname_m}-linux/devlib:${LD_LIBRARY_PATH} ; \
+    elif [ -f "${cann_in_user_path}/set_env.sh" ]; then \
+        source "$HOME/Ascend/ascend-toolkit/set_env.sh"; \
+        export LD_LIBRARY_PATH=${cann_in_user_path}/latest/lib64:${cann_in_user_path}/latest/${uname_m}-linux/devlib:${LD_LIBRARY_PATH}; \ 
+    else \
+        echo "No Ascend Toolkit found"; \
+        exit 1; \
+    fi
+}
+
+init_ascend_env
 
 if ! is_done "deps"; then
   cd "$repo_name"
-  echo "[STEP]Installing dependencies (ignore Go failure)..."
-  yes | bash dependencies.sh || echo "⚠️ dependencies.sh failed (Go install likely failed), continuing..."
+  echo "[STEP]Installing dependencies..."
+  sed -i 's|https://go.dev/dl/|https://golang.google.cn/dl/|g' dependencies.sh
+  bash dependencies.sh -y
   cd ..
   mark_done "deps"
 else
@@ -74,7 +86,7 @@ if ! is_done "build"; then
   fi
 
   mkdir build && cd build
-  cmake .. || { echo "[ERROR] cmake failed."; exit 1; }
+  cmake .. -USE_ASCEND_DIRECT=ON || { echo "[ERROR] cmake failed."; exit 1; }
   make -j || { echo "[ERROR] make failed."; exit 1; }
   make install || { echo "[ERROR] make install failed."; exit 1; }
   mark_done "build"
@@ -83,19 +95,6 @@ else
 fi
 
 
-if ! is_done "copy_lib"; then
-  echo "[STEP] Copy library files..."
-  cp mooncake-transfer-engine/src/transport/ascend_transport/hccl_transport/ascend_transport_c/libascend_transport_mem.so \
-     /usr/local/Ascend/ascend-toolkit/latest/python/site-packages/
-  cp mooncake-transfer-engine/src/libtransfer_engine.so \
-     /usr/local/Ascend/ascend-toolkit/latest/python/site-packages/
-  cd ..
-  mark_done "copy_lib"
-else
-  echo "[SKIP] Library copy already done."
-fi
-
-
 if ! grep -q "export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/python/site-packages:$LD_LIBRARY_PATH" ~/.bashrc; then
     echo -e "${YELLOW}Adding LD_LIBRARY_PATH to your PATH in ~/.bashrc${NC}"
     echo 'export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/python/site-packages:$LD_LIBRARY_PATH' >> ~/.bashrc
diff --git a/tests/e2e/nightly/multi_node/scripts/run.sh b/tests/e2e/nightly/multi_node/scripts/run.sh
index 60a7ce08..e4c25555 100644
--- a/tests/e2e/nightly/multi_node/scripts/run.sh
+++ b/tests/e2e/nightly/multi_node/scripts/run.sh
@@ -9,7 +9,6 @@ RED="\033[0;31m"
 NC="\033[0m" # No Color
 
 # Configuration
-GOVER=1.23.8
 LOG_DIR="/root/.cache/tests/logs"
 OVERWRITE_LOGS=true
 SRC_DIR="$WORKSPACE/source_code"
@@ -97,34 +96,6 @@ install_vllm() {
     pip install -r "$SRC_DIR/vllm-ascend/requirements-dev.txt"
 }
 
-download_go() {
-    ARCH=$(uname -m)
-    GOVER=1.23.8
-    if [ "$ARCH" = "aarch64" ]; then
-        ARCH="arm64"
-    elif [ "$ARCH" = "x86_64" ]; then
-        ARCH="amd64"
-    else
-        echo "Unsupported architecture: $ARCH"
-        exit 1
-    fi
-    # Download Go
-    echo "Downloading Go $GOVER..."
-    wget -q --show-progress https://golang.google.cn/dl/go$GOVER.linux-$ARCH.tar.gz
-    check_success "Failed to download Go $GOVER"
-
-    # Install Go
-    echo "Installing Go $GOVER..."
-    tar -C /usr/local -xzf go$GOVER.linux-$ARCH.tar.gz
-    check_success "Failed to install Go $GOVER"
-
-    # Clean up downloaded file
-    rm -f go$GOVER.linux-$ARCH.tar.gz
-    check_success "Failed to clean up Go installation file"
-
-    print_success "Go $GOVER installed successfully"
-}
-
 install_ais_bench() {
     local AIS_BENCH="$SRC_DIR/vllm-ascend/benchmark"
     git clone https://gitee.com/aisbench/benchmark.git $AIS_BENCH
@@ -136,29 +107,6 @@ install_ais_bench() {
     cd -
 }
 
-install_go() {
-    # Check if Go is already installed
-    if command -v go &> /dev/null; then
-        GO_VERSION=$(go version | awk '{print $3}')
-        if [[ "$GO_VERSION" == "go$GOVER" ]]; then
-            echo -e "${YELLOW}Go $GOVER is already installed. Skipping...${NC}"
-        else
-            echo -e "${YELLOW}Found Go $GO_VERSION. Will install Go $GOVER...${NC}"
-            download_go
-        fi
-    else
-        download_go
-    fi
-
-    # Add Go to PATH if not already there
-    if ! grep -q "export PATH=\$PATH:/usr/local/go/bin" ~/.bashrc; then
-        echo -e "${YELLOW}Adding Go to your PATH in ~/.bashrc${NC}"
-        echo 'export PATH=$PATH:/usr/local/go/bin' >> ~/.bashrc
-        echo -e "${YELLOW}Please run 'source ~/.bashrc' or start a new terminal to use Go${NC}"
-    fi
-    export PATH=$PATH:/usr/local/go/bin
-}
-
 kill_npu_processes() {
   pgrep python3 | xargs -r kill -9
   pgrep VLLM | xargs -r kill -9
@@ -193,11 +141,8 @@ main() {
     install_sys_dependencies
     install_vllm
     install_ais_bench
-    # to speed up mooncake build process, install Go here
-    install_go
     cd "$WORKSPACE/source_code"
-    . $SRC_DIR/vllm-ascend/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh \
-    "pooling_async_memecpy_v1" "8fce1ffab3930fec2a8b8d3be282564dfa1bb186"
+    . $SRC_DIR/vllm-ascend/tests/e2e/nightly/multi_node/scripts/build_mooncake.sh
     cd "$WORKSPACE/source_code/vllm-ascend"
     run_tests_with_log
 }