diff --git a/cmd/kcl/commands/mod_graph.go b/cmd/kcl/commands/mod_graph.go
index eb569b0..688ab80 100644
--- a/cmd/kcl/commands/mod_graph.go
+++ b/cmd/kcl/commands/mod_graph.go
@@ -1,10 +1,8 @@
 package cmd
 
 import (
-	"fmt"
 	"os"
 
-	"github.com/dominikbraun/graph"
 	"github.com/spf13/cobra"
 	"golang.org/x/mod/module"
 	"kcl-lang.io/kpm/pkg/client"
@@ -65,7 +63,10 @@ func ModGraph(cli *client.KpmClient, args []string) error {
 		return err
 	}
 
-	kclPkg, err := pkg.LoadKclPkg(pwd)
+	kclPkg, err := pkg.LoadKclPkgWithOpts(
+		pkg.WithPath(pwd),
+		pkg.WithSettings(cli.GetSettings()),
+	)
 	if err != nil {
 		return err
 	}
@@ -75,30 +76,20 @@ func ModGraph(cli *client.KpmClient, args []string) error {
 		return err
 	}
 
-	_, depGraph, err := cli.InitGraphAndDownloadDeps(kclPkg)
-	if err != nil {
-		return err
-	}
+	gra, err := cli.Graph(
+		client.WithGraphMod(kclPkg),
+	)
 
-	adjMap, err := depGraph.AdjacencyMap()
-	if err != nil {
-		return err
-	}
+	graStr, err := gra.DisplayGraphFromVertex(
+		module.Version{Path: kclPkg.GetPkgName(), Version: kclPkg.GetPkgVersion()},
+	)
 
-	// Print the dependency graph to stdout.
-	root := module.Version{Path: kclPkg.GetPkgName(), Version: kclPkg.GetPkgVersion()}
-	err = graph.BFS(depGraph, root, func(source module.Version) bool {
-		for target := range adjMap[source] {
-			reporter.ReportMsgTo(
-				fmt.Sprint(format(source), " ", format(target)),
-				cli.GetLogWriter(),
-			)
-		}
-		return false
-	})
 	if err != nil {
 		return err
 	}
+
+	reporter.ReportMsgTo(graStr, cli.GetLogWriter())
+
 	return nil
 }
 
diff --git a/go.mod b/go.mod
index 6fbd9ca..9ca1d7a 100644
--- a/go.mod
+++ b/go.mod
@@ -13,7 +13,7 @@ require (
 	kcl-lang.io/kcl-go v0.10.8
 	kcl-lang.io/kcl-openapi v0.10.0
 	kcl-lang.io/kcl-plugin v0.6.0
-	kcl-lang.io/kpm v0.10.1-0.20241112023306-e41835e686a8
+	kcl-lang.io/kpm v0.10.1-0.20241112112118-8cf5a37c7c35
 )
 
 require (
@@ -103,7 +103,7 @@ require (
 	github.com/docker/go-connections v0.5.0 // indirect
 	github.com/docker/go-metrics v0.0.1 // indirect
 	github.com/docker/go-units v0.5.0 // indirect
-	github.com/dominikbraun/graph v0.23.0
+	github.com/dominikbraun/graph v0.23.0 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
 	github.com/fatih/color v1.18.0
 	github.com/getkin/kin-openapi v0.128.0 // indirect
diff --git a/go.sum b/go.sum
index 5a701e3..973134d 100644
--- a/go.sum
+++ b/go.sum
@@ -1707,8 +1707,8 @@ kcl-lang.io/kcl-openapi v0.10.0 h1:yetZMSnn/HHaMcfiLt1P2zhCF06O33jxkjtHrm08VR8=
 kcl-lang.io/kcl-openapi v0.10.0/go.mod h1:kGCf0AZygrZyB+xpmMtiC3FYoiV/1rCLXuAq2QtuLf8=
 kcl-lang.io/kcl-plugin v0.6.0 h1:rBdoqKDPdOtojeOHCFnXoB/I7ltFjV61r0KkfOcL5sE=
 kcl-lang.io/kcl-plugin v0.6.0/go.mod h1:LoIouleHYRKAvFcdW30yUlhsMYH2W9zD5Ji1XHfbht4=
-kcl-lang.io/kpm v0.10.1-0.20241112023306-e41835e686a8 h1:H4H6TEyre+dMzcHHWt6gkxqY+ENACrapl1oSmuHro2w=
-kcl-lang.io/kpm v0.10.1-0.20241112023306-e41835e686a8/go.mod h1:/G40SABMTuPEVaD1lp0nvPx4v1TIvxIuDwNCV6N9YSU=
+kcl-lang.io/kpm v0.10.1-0.20241112112118-8cf5a37c7c35 h1:8Z4QrdeJWx00TMw09r/UwbA1vvV2ej/M2MAfBpPEzUU=
+kcl-lang.io/kpm v0.10.1-0.20241112112118-8cf5a37c7c35/go.mod h1:/G40SABMTuPEVaD1lp0nvPx4v1TIvxIuDwNCV6N9YSU=
 kcl-lang.io/lib v0.10.8 h1:/Mhko6fngIstvdx9dAS3H6N1utogkWfoARVj643l5nU=
 kcl-lang.io/lib v0.10.8/go.mod h1:0Dw/MQwRMjLDksxl4JerGBn/ueaxRyCCKBCCwQwJ1MI=
 oras.land/oras-go v1.2.6 h1:z8cmxQXBU8yZ4mkytWqXfo6tZcamPwjsuxYU81xJ8Lk=
diff --git a/test/e2e/test_suites/test_mod_graph/input b/test/e2e/test_suites/test_mod_graph/input
new file mode 100644
index 0000000..e69de29
diff --git a/test/e2e/test_suites/test_mod_graph/stderr b/test/e2e/test_suites/test_mod_graph/stderr
new file mode 100644
index 0000000..e69de29
diff --git a/test/e2e/test_suites/test_mod_graph/stdout b/test/e2e/test_suites/test_mod_graph/stdout
new file mode 100644
index 0000000..c63be9c
--- /dev/null
+++ b/test/e2e/test_suites/test_mod_graph/stdout
@@ -0,0 +1 @@
+test_space@0.0.1 helloworld@0.1.4
\ No newline at end of file
diff --git a/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod b/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod
new file mode 100644
index 0000000..d1c9ccc
--- /dev/null
+++ b/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod
@@ -0,0 +1,7 @@
+[package]
+name = "test_space"
+edition = "v0.10.0"
+version = "0.0.1"
+
+[dependencies]
+helloworld = "0.1.4"
diff --git a/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod.lock b/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod.lock
new file mode 100644
index 0000000..1428530
--- /dev/null
+++ b/test/e2e/test_suites/test_mod_graph/test_space/kcl.mod.lock
@@ -0,0 +1,8 @@
+[dependencies]
+  [dependencies.helloworld]
+    name = "helloworld"
+    full_name = "helloworld_0.1.4"
+    version = "0.1.4"
+    reg = "ghcr.io"
+    repo = "kcl-lang/helloworld"
+    oci_tag = "0.1.4"
diff --git a/test/e2e/test_suites/test_mod_graph/test_space/main.k b/test/e2e/test_suites/test_mod_graph/test_space/main.k
new file mode 100644
index 0000000..fa7048e
--- /dev/null
+++ b/test/e2e/test_suites/test_mod_graph/test_space/main.k
@@ -0,0 +1 @@
+The_first_kcl_program = 'Hello World!'
\ No newline at end of file