diff --git a/src/config/setting.js b/src/config/setting.js
index 75740b8..592f652 100644
--- a/src/config/setting.js
+++ b/src/config/setting.js
@@ -141,7 +141,7 @@ export const DEFAULT_MOUSE_HOVER_SETTING = {
 };
 
 export const DEFAULT_SETTING = {
-  darkMode: false, // 深色模式
+  darkMode: "auto", // 深色模式
   uiLang: "en", // 界面语言
   // fetchLimit: DEFAULT_FETCH_LIMIT, // 最大任务数量(移至rule，作废)
   // fetchInterval: DEFAULT_FETCH_INTERVAL, // 任务间隔时间(移至rule，作废)
diff --git a/src/hooks/ColorMode.js b/src/hooks/ColorMode.js
index e99f689..523db9c 100644
--- a/src/hooks/ColorMode.js
+++ b/src/hooks/ColorMode.js
@@ -12,7 +12,12 @@ export function useDarkMode() {
   } = useSetting();
 
   const toggleDarkMode = useCallback(() => {
-    updateSetting({ darkMode: !darkMode });
+    const nextMode = {
+      light: "dark",
+      dark: "auto",
+      auto: "light",
+    };
+    updateSetting({ darkMode: nextMode[darkMode] || "light" });
   }, [darkMode, updateSetting]);
 
   return { darkMode, toggleDarkMode };
diff --git a/src/hooks/Setting.js b/src/hooks/Setting.js
index cfcdb81..9c81670 100644
--- a/src/hooks/Setting.js
+++ b/src/hooks/Setting.js
@@ -33,6 +33,15 @@ export function SettingProvider({ children }) {
     reload,
   } = useStorage(STOKEY_SETTING, DEFAULT_SETTING, KV_SETTING_KEY);
 
+  useEffect(() => {
+    if (typeof setting?.darkMode === "boolean") {
+      update((currentSetting) => ({
+        ...currentSetting,
+        darkMode: currentSetting.darkMode ? "dark" : "light",
+      }));
+    }
+  }, [setting?.darkMode, update]);
+
   useEffect(() => {
     (async () => {
       try {
diff --git a/src/hooks/Theme.js b/src/hooks/Theme.js
index 4f01bd9..bb714ea 100644
--- a/src/hooks/Theme.js
+++ b/src/hooks/Theme.js
@@ -1,4 +1,4 @@
-import { useMemo } from "react";
+import { useEffect, useMemo, useState } from "react";
 import { ThemeProvider, createTheme } from "@mui/material/styles";
 import { CssBaseline, GlobalStyles } from "@mui/material";
 import { useDarkMode } from "./ColorMode";
@@ -11,6 +11,21 @@ import { THEME_DARK, THEME_LIGHT } from "../config";
  */
 export default function Theme({ children, options, styles }) {
   const { darkMode } = useDarkMode();
+  const [systemMode, setSystemMode] = useState(THEME_LIGHT);
+
+  useEffect(() => {
+    if (typeof window.matchMedia !== "function") {
+      return;
+    }
+    const mediaQuery = window.matchMedia("(prefers-color-scheme: dark)");
+    const handleChange = () => {
+      setSystemMode(mediaQuery.matches ? THEME_DARK : THEME_LIGHT);
+    };
+    handleChange(); // Set initial value
+    mediaQuery.addEventListener("change", handleChange);
+    return () => mediaQuery.removeEventListener("change", handleChange);
+  }, []);
+
   const theme = useMemo(() => {
     let htmlFontSize = 16;
     try {
@@ -23,16 +38,19 @@ export default function Theme({ children, options, styles }) {
       //
     }
 
+    const isDarkMode =
+      darkMode === "dark" || (darkMode === "auto" && systemMode === THEME_DARK);
+
     return createTheme({
       palette: {
-        mode: darkMode ? THEME_DARK : THEME_LIGHT,
+        mode: isDarkMode ? THEME_DARK : THEME_LIGHT,
       },
       typography: {
         htmlFontSize,
       },
       ...options,
     });
-  }, [darkMode, options]);
+  }, [darkMode, options, systemMode]);
 
   return (
     <ThemeProvider theme={theme}>
diff --git a/src/views/Options/DarkModeButton.js b/src/views/Options/DarkModeButton.js
index 4d8cce3..bea3261 100644
--- a/src/views/Options/DarkModeButton.js
+++ b/src/views/Options/DarkModeButton.js
@@ -2,12 +2,19 @@ import IconButton from "@mui/material/IconButton";
 import { useDarkMode } from "../../hooks/ColorMode";
 import LightModeIcon from "@mui/icons-material/LightMode";
 import DarkModeIcon from "@mui/icons-material/DarkMode";
+import BrightnessAutoIcon from "@mui/icons-material/BrightnessAuto";
 
 export default function DarkModeButton() {
   const { darkMode, toggleDarkMode } = useDarkMode();
   return (
-    <IconButton onClick={toggleDarkMode} color="inherit">
-      {darkMode ? <LightModeIcon /> : <DarkModeIcon />}
+    <IconButton sx={{ ml: 1 }} onClick={toggleDarkMode} color="inherit">
+      {darkMode === "dark" ? (
+        <DarkModeIcon />
+      ) : darkMode === "light" ? (
+        <LightModeIcon />
+      ) : (
+        <BrightnessAutoIcon />
+      )}
     </IconButton>
   );
 }