diff --git a/scripts/install_neo4j_centos.sh b/scripts/install_neo4j_centos.sh
index c35fce8..908391f 100644
--- a/scripts/install_neo4j_centos.sh
+++ b/scripts/install_neo4j_centos.sh
@@ -57,11 +57,27 @@ source venv/bin/activate
 pip install --upgrade pip
 pip install neo4j openai
 
-cat > .env << 'EOF'
+# Neo4j 连接配置
+NEO4J_URI="${NEO4J_URI:-bolt://localhost:7687}"
+NEO4J_USER="${NEO4J_USER:-neo4j}"
+NEO4J_PASSWORD="${NEO4J_PASSWORD:-neo4j}"
+
+if [ -n "$NEO4J_URI" ] && [ "$NEO4J_URI" != "bolt://localhost:7687" ]; then
+    echo "  使用远程 Neo4j: $NEO4J_URI"
+else
+    RUNNING=$(docker ps --filter "name=neo4j" --format "{{.Names}}" 2>/dev/null | head -1)
+    if [ -n "$RUNNING" ]; then
+        NEO4J_AUTH=$(docker inspect "$RUNNING" --format '{{.Config.Env}}' 2>/dev/null | tr ' ' '\n' | grep NEO4J_AUTH | cut -d'=' -f2)
+        NEO4J_PASSWORD=$(echo "$NEO4J_AUTH" | cut -d'/' -f2)
+    fi
+    NEO4J_URI="bolt://localhost:7687"
+fi
+
+cat > .env << EOF
 DEEPSEEK_API_KEY=your-api-key-here
-NEO4J_URI=bolt://localhost:7687
-NEO4J_USER=neo4j
-NEO4J_PASSWORD=neo4j
+NEO4J_URI=${NEO4J_URI}
+NEO4J_USER=${NEO4J_USER}
+NEO4J_PASSWORD=${NEO4J_PASSWORD}
 EOF
 
 echo ""
@@ -69,8 +85,12 @@ echo "========================================"
 echo "安装完成!"
 echo "========================================"
 echo "控制台: http://localhost:7474"
-echo "连接: cypher-shell -u neo4j -p neo4j"
+echo ""
+echo "远程 Neo4j 配置示例:"
+echo "  NEO4J_URI=bolt://192.168.1.100:7687 \\"
+echo "  NEO4J_PASSWORD=your_password \\"
+echo "  python /home/program/graph_enable_ability/openclaw_neo4j_demo.py"
 echo ""
 echo "启动对话:"
 echo "  cd $PROJECT_DIR && source venv/bin/activate"
-echo "  python -m openclaw_neo4j_demo"
\ No newline at end of file
+echo "  python /home/program/graph_enable_ability/openclaw_neo4j_demo.py"
\ No newline at end of file
diff --git a/scripts/install_neo4j_openeuler.sh b/scripts/install_neo4j_openeuler.sh
index 5ead7a0..fe73ade 100644
--- a/scripts/install_neo4j_openeuler.sh
+++ b/scripts/install_neo4j_openeuler.sh
@@ -46,17 +46,26 @@ source venv/bin/activate
 pip install --upgrade pip
 pip install neo4j openai
 
-RUNNING=$(docker ps --filter "name=neo4j" --format "{{.Names}}" 2>/dev/null | head -1)
-if [ -n "$RUNNING" ]; then
-    NEO4J_AUTH=$(docker inspect "$RUNNING" --format '{{.Config.Env}}' 2>/dev/null | tr ' ' '\n' | grep NEO4J_AUTH | cut -d'=' -f2)
-    NEO4J_PASSWORD=$(echo "$NEO4J_AUTH" | cut -d'/' -f2)
+# Neo4j 连接配置
+NEO4J_URI="${NEO4J_URI:-bolt://localhost:7687}"
+NEO4J_USER="${NEO4J_USER:-neo4j}"
+NEO4J_PASSWORD="${NEO4J_PASSWORD:-neo4j}"
+
+if [ -n "$NEO4J_URI" ] && [ "$NEO4J_URI" != "bolt://localhost:7687" ]; then
+    echo "  使用远程 Neo4j: $NEO4J_URI"
+else
+    RUNNING=$(docker ps --filter "name=neo4j" --format "{{.Names}}" 2>/dev/null | head -1)
+    if [ -n "$RUNNING" ]; then
+        NEO4J_AUTH=$(docker inspect "$RUNNING" --format '{{.Config.Env}}' 2>/dev/null | tr ' ' '\n' | grep NEO4J_AUTH | cut -d'=' -f2)
+        NEO4J_PASSWORD=$(echo "$NEO4J_AUTH" | cut -d'/' -f2)
+    fi
+    NEO4J_URI="bolt://localhost:7687"
 fi
-NEO4J_PASSWORD=${NEO4J_PASSWORD:-neo4j}
 
 cat > .env << EOF
 DEEPSEEK_API_KEY=your-api-key-here
-NEO4J_URI=bolt://localhost:7687
-NEO4J_USER=neo4j
+NEO4J_URI=${NEO4J_URI}
+NEO4J_USER=${NEO4J_USER}
 NEO4J_PASSWORD=${NEO4J_PASSWORD}
 EOF
 
@@ -65,8 +74,11 @@ echo "========================================"
 echo "安装完成!"
 echo "========================================"
 echo "控制台: http://localhost:7474"
-echo "启动: source $PROJECT_DIR/venv/bin/activate"
-echo "运行: python /home/program/graph_enable_ability/openclaw_neo4j_demo.py"
+echo ""
+echo "远程 Neo4j 配置示例:"
+echo "  NEO4J_URI=bolt://192.168.1.100:7687 \\"
+echo "  NEO4J_PASSWORD=your_password \\"
+echo "  python /home/program/graph_enable_ability/openclaw_neo4j_demo.py"
 echo ""
 echo "带参数运行: $0 --run"
 
@@ -75,9 +87,21 @@ if [ "$1" = "--run" ] || [ "$1" = "-r" ]; then
     echo "========================================"
     echo "启动 OpenClaw 对话 Demo..."
     echo "========================================"
-    read -p "输入 API Key (或回车跳过): " user_api_key
+    read -p "输入 API Key: " user_api_key
+    read -p "Neo4j URI (直接回车使用本地): " input_neo4j_uri
+    [ -z "$input_neo4j_uri" ] && input_neo4j_uri="bolt://localhost:7687"
+    
     [ -n "$user_api_key" ] && export DEEPSEEK_API_KEY="$user_api_key"
+    export NEO4J_URI="$input_neo4j_uri"
     export NEO4J_PASSWORD="$NEO4J_PASSWORD"
+    
+    cat > "$PROJECT_DIR/.env" << ENVEOF
+DEEPSEEK_API_KEY=${user_api_key}
+NEO4J_URI=${input_neo4j_uri}
+NEO4J_USER=neo4j
+NEO4J_PASSWORD=${NEO4J_PASSWORD}
+ENVEOF
+    
     source venv/bin/activate
     cd /home/program/graph_enable_ability
     python openclaw_neo4j_demo.py
diff --git a/scripts/start_neo4j_docker.sh b/scripts/start_neo4j_docker.sh
index 7fec7c8..6c6ee99 100644
--- a/scripts/start_neo4j_docker.sh
+++ b/scripts/start_neo4j_docker.sh
@@ -43,11 +43,28 @@ source venv/bin/activate
 pip install --upgrade pip
 pip install neo4j openai
 
-cat > .env << 'EOF'
+# Neo4j 连接配置
+NEO4J_URI="${NEO4J_URI:-bolt://localhost:7687}"
+NEO4J_USER="${NEO4J_USER:-neo4j}"
+NEO4J_PASSWORD="${NEO4J_PASSWORD:-neo4j}"
+
+if [ -n "$NEO4J_URI" ] && [ "$NEO4J_URI" != "bolt://localhost:7687" ]; then
+    echo "  使用远程 Neo4j: $NEO4J_URI"
+else
+    # 本地 Docker
+    RUNNING=$(docker ps --filter "name=neo4j" --format "{{.Names}}" 2>/dev/null | head -1)
+    if [ -n "$RUNNING" ]; then
+        NEO4J_AUTH=$(docker inspect "$RUNNING" --format '{{.Config.Env}}' 2>/dev/null | tr ' ' '\n' | grep NEO4J_AUTH | cut -d'=' -f2)
+        NEO4J_PASSWORD=$(echo "$NEO4J_AUTH" | cut -d'/' -f2)
+    fi
+    NEO4J_URI="bolt://localhost:7687"
+fi
+
+cat > .env << EOF
 DEEPSEEK_API_KEY=your-api-key-here
-NEO4J_URI=bolt://localhost:7687
-NEO4J_USER=neo4j
-NEO4J_PASSWORD=neo4j
+NEO4J_URI=${NEO4J_URI}
+NEO4J_USER=${NEO4J_USER}
+NEO4J_PASSWORD=${NEO4J_PASSWORD}
 EOF
 
 echo ""
@@ -56,7 +73,12 @@ echo "启动完成!"
 echo "========================================"
 echo "HTTP: http://localhost:7474"
 echo "Bolt: bolt://localhost:7687"
-echo "用户: neo4j / neo4j"
+echo "用户: neo4j / ${NEO4J_PASSWORD}"
+echo ""
+echo "远程 Neo4j 配置示例:"
+echo "  NEO4J_URI=bolt://192.168.1.100:7687 \\"
+echo "  NEO4J_PASSWORD=your_password \\"
+echo "  python /home/program/graph_enable_ability/openclaw_neo4j_demo.py"
 echo ""
 echo "启动对话:"
 echo "  cd $PROJECT_DIR && source venv/bin/activate"