diff --git a/.github/scripts/test_go_binding/matrix.yaml b/.github/scripts/test_go_binding/matrix.yaml
index e477aea073ef..b64fa19b6a21 100644
--- a/.github/scripts/test_go_binding/matrix.yaml
+++ b/.github/scripts/test_go_binding/matrix.yaml
@@ -15,12 +15,17 @@
 # specific language governing permissions and limitations
 # under the License.
 
-os: ["ubuntu-latest"]
 build:
   - target: "x86_64-unknown-linux-gnu"
     cc: "gcc"
     goos: "linux"
     goarch: "amd64"
+    os: "ubuntu-latest"
+  - target: "aarch64-apple-darwin"
+    cc: "clang"
+    goos: "darwin"
+    goarch: "arm64"
+    os: "macos-latest"
 service:
   - "fs"
 
diff --git a/.github/workflows/ci_bindings_go.yml b/.github/workflows/ci_bindings_go.yml
index e4c4df73653a..2264e18fa9e6 100644
--- a/.github/workflows/ci_bindings_go.yml
+++ b/.github/workflows/ci_bindings_go.yml
@@ -70,7 +70,7 @@ jobs:
           echo "matrix=$MATRIX" >> $GITHUB_OUTPUT
   test:
     needs: [ matrix ]
-    runs-on: ${{ matrix.os }}
+    runs-on: ${{ matrix.build.os }}
     strategy:
       fail-fast: false
       matrix: ${{ fromJson(needs.matrix.outputs.matrix) }}
@@ -98,6 +98,12 @@ jobs:
         run: |
           python -m pip install toml
           python tools/.github/scripts/setup_features.py
+      - name: Install dependencies (Linux)
+        if: ${{ matrix.build.os == 'ubuntu-latest' }}
+        run: sudo apt install zstd
+      - name: Install dependencies (macOS)
+        if: ${{ matrix.build.os == 'macos-latest' }}
+        run: brew install zstd libffi
       - name: Build C Binding
         working-directory: bindings/c
         env:
@@ -105,16 +111,21 @@ jobs:
           SERVICE: ${{ matrix.service }}
           TARGET: ${{ matrix.build.target }}
           CC: ${{ matrix.build.cc }}
+          OS: ${{ matrix.build.os }}
         run: |
           cargo build --target $TARGET  --release
-          sudo apt install zstd
           DIR=$GITHUB_WORKSPACE/libopendal_c_${VERSION}_${SERVICE}_$TARGET
           mkdir $DIR
-          zstd -22 ./target/$TARGET/release/libopendal_c.so -o $DIR/libopendal_c.$TARGET.so.zst
+          if [ ${OS} == 'ubuntu-latest' ]; then
+            SO=so
+          else
+            SO=dylib
+          fi
+          zstd -19 ./target/$TARGET/release/libopendal_c.$SO -o $DIR/libopendal_c.$TARGET.$SO.zst
       - name: Build Go Artifact
         working-directory: tools/internal/generate
         env:
-          MATRIX: ${{ needs.matrix.outputs.matrix }}
+          MATRIX: '{"build": [${{ toJson(matrix.build) }}], "service": ["${{ matrix.service }}"]}'
           VERSION: "latest"
         run: |
           go run generate.go
@@ -132,4 +143,8 @@ jobs:
           OPENDAL_TEST: ${{ matrix.service }}
           OPENDAL_FS_ROOT: "/tmp/opendal/"
         working-directory: bindings/go/tests/behavior_tests
-        run: CGO_ENABLE=0 go test -v -run TestBehavior
+        run: |
+          if [ ${{ matrix.build.os }} == 'macos-latest' ]; then
+            export DYLD_FALLBACK_LIBRARY_PATH=$DYLD_FALLBACK_LIBRARY_PATH:/opt/homebrew/opt/libffi/lib
+          fi
+          CGO_ENABLE=0 go test -v -run TestBehavior
diff --git a/bindings/go/tests/behavior_tests/go.mod b/bindings/go/tests/behavior_tests/go.mod
index dae1477ff169..fcaba00ec69c 100644
--- a/bindings/go/tests/behavior_tests/go.mod
+++ b/bindings/go/tests/behavior_tests/go.mod
@@ -21,7 +21,6 @@ go 1.22.5
 
 require (
 	github.com/apache/opendal-go-services/fs v0.1.3
-	github.com/apache/opendal-go-services/memory v0.1.3
 	github.com/apache/opendal/bindings/go v0.0.0-20240719044908-d9d4279b3a24
 	github.com/google/uuid v1.6.0
 	github.com/stretchr/testify v1.9.0
diff --git a/bindings/go/tests/behavior_tests/opendal_test.go b/bindings/go/tests/behavior_tests/opendal_test.go
index 8991f971a3ec..c421885b4d3d 100644
--- a/bindings/go/tests/behavior_tests/opendal_test.go
+++ b/bindings/go/tests/behavior_tests/opendal_test.go
@@ -31,7 +31,6 @@ import (
 	"testing"
 
 	"github.com/apache/opendal-go-services/fs"
-	"github.com/apache/opendal-go-services/memory"
 	opendal "github.com/apache/opendal/bindings/go"
 	"github.com/google/uuid"
 	"github.com/stretchr/testify/require"
@@ -39,7 +38,6 @@ import (
 
 // Add more schemes for behavior tests here.
 var schemes = []opendal.Scheme{
-	memory.Scheme,
 	fs.Scheme,
 }