diff --git a/pkg/client/client.go b/pkg/client/client.go
index 25d2bc65..dda5f26a 100644
--- a/pkg/client/client.go
+++ b/pkg/client/client.go
@@ -759,6 +759,8 @@ func (c *KpmClient) AddDepToPkg(kclPkg *pkg.KclPkg, d *pkg.Dependency) error {
 
 	// If the dependency is from the local path, do nothing.
 	if d.IsFromLocal() {
+		kclPkg.ModFile.Dependencies.Deps[d.Name] = *d
+		kclPkg.Dependencies.Deps[d.Name] = *d
 		return nil
 	}
 
diff --git a/pkg/client/client_test.go b/pkg/client/client_test.go
index 00b44831..d63e270e 100644
--- a/pkg/client/client_test.go
+++ b/pkg/client/client_test.go
@@ -1500,3 +1500,43 @@ func testRunWithOciDownloader(t *testing.T) {
 	strings.Contains(buf.String(), "downloading 'zong-zhe/helloworld:0.0.3' from 'ghcr.io/zong-zhe/helloworld:0.0.3'")
 	assert.Equal(t, res.GetRawYamlResult(), "The_first_kcl_program: Hello World!")
 }
+
+func TestAddLocalPath(t *testing.T) {
+
+	kpmCli, err := NewKpmClient()
+	assert.Equal(t, err, nil)
+
+	path := getTestDir("test_add_local_path")
+	err = copy.Copy(filepath.Join(path, "kcl.mod.bak"), filepath.Join(path, "kcl.mod"))
+	assert.Equal(t, err, nil)
+
+	kclPkg, err := kpmCli.LoadPkgFromPath(path)
+	assert.Equal(t, err, nil)
+
+	opts := opt.AddOptions{
+		LocalPath: path,
+		RegistryOpts: opt.RegistryOptions{
+			Local: &opt.LocalOptions{
+				Path: filepath.Join(path, "dep"),
+			},
+		},
+	}
+	_, err = kpmCli.AddDepWithOpts(kclPkg, &opts)
+	assert.Equal(t, err, nil)
+
+	modFile, err := kpmCli.LoadModFile(path)
+	assert.Equal(t, err, nil)
+	assert.Equal(t, len(modFile.Deps), 1)
+	assert.Equal(t, modFile.Deps["dep"].Name, "dep")
+	assert.Equal(t, modFile.Deps["dep"].LocalFullPath, filepath.Join(path, "dep"))
+
+	kclPkg1, err := kpmCli.LoadPkgFromPath(path)
+	assert.Equal(t, err, nil)
+	assert.Equal(t, kclPkg1.Dependencies.Deps["dep"].Name, "dep")
+	assert.Equal(t, kclPkg1.Dependencies.Deps["dep"].FullName, "dep_0.0.1")
+	assert.Equal(t, kclPkg1.Dependencies.Deps["dep"].Version, "0.0.1")
+	defer func() {
+		_ = os.Remove(filepath.Join(path, "kcl.mod.lock"))
+		_ = os.Remove(filepath.Join(path, "kcl.mod"))
+	}()
+}
diff --git a/pkg/client/test_data/test_add_local_path/dep/kcl.mod b/pkg/client/test_data/test_add_local_path/dep/kcl.mod
new file mode 100644
index 00000000..d86c1727
--- /dev/null
+++ b/pkg/client/test_data/test_add_local_path/dep/kcl.mod
@@ -0,0 +1,5 @@
+[package]
+name = "dep"
+edition = "v0.9.0"
+version = "0.0.1"
+
diff --git a/pkg/client/test_data/test_add_local_path/dep/kcl.mod.lock b/pkg/client/test_data/test_add_local_path/dep/kcl.mod.lock
new file mode 100644
index 00000000..e69de29b
diff --git a/pkg/client/test_data/test_add_local_path/dep/main.k b/pkg/client/test_data/test_add_local_path/dep/main.k
new file mode 100644
index 00000000..fa7048e6
--- /dev/null
+++ b/pkg/client/test_data/test_add_local_path/dep/main.k
@@ -0,0 +1 @@
+The_first_kcl_program = 'Hello World!'
\ No newline at end of file
diff --git a/pkg/client/test_data/test_add_local_path/kcl.mod.bak b/pkg/client/test_data/test_add_local_path/kcl.mod.bak
new file mode 100644
index 00000000..665ee79e
--- /dev/null
+++ b/pkg/client/test_data/test_add_local_path/kcl.mod.bak
@@ -0,0 +1,5 @@
+[package]
+name = "test_add_local_path"
+edition = "v0.9.0"
+version = "0.0.1"
+
diff --git a/pkg/client/test_data/test_add_local_path/kcl.mod.lock.bak b/pkg/client/test_data/test_add_local_path/kcl.mod.lock.bak
new file mode 100644
index 00000000..e69de29b
diff --git a/pkg/client/test_data/test_add_local_path/main.k b/pkg/client/test_data/test_add_local_path/main.k
new file mode 100644
index 00000000..fa7048e6
--- /dev/null
+++ b/pkg/client/test_data/test_add_local_path/main.k
@@ -0,0 +1 @@
+The_first_kcl_program = 'Hello World!'
\ No newline at end of file