diff --git a/docs/package.json b/docs/package.json
index bc69a52..5787a40 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -30,7 +30,7 @@
     "@docusaurus/core": "3.4.0",
     "@docusaurus/preset-classic": "3.4.0",
     "@easyops-cn/docusaurus-search-local": "0.44.4",
-    "@mdx-js/react": "3.0.1",
+    "@mdx-js/react": "3.1.0",
     "@svgr/webpack": "8.1.0",
     "buffer": "6.0.3",
     "clsx": "2.1.1",
diff --git a/docs/pnpm-lock.yaml b/docs/pnpm-lock.yaml
index 7afef5e..371b944 100644
--- a/docs/pnpm-lock.yaml
+++ b/docs/pnpm-lock.yaml
@@ -15,8 +15,8 @@ dependencies:
     specifier: 0.44.4
     version: 0.44.4(@docusaurus/theme-common@3.4.0)(react-dom@18.3.1)(react@18.3.1)(typescript@5.5.4)
   '@mdx-js/react':
-    specifier: 3.0.1
-    version: 3.0.1(@types/react@18.3.3)(react@18.3.1)
+    specifier: 3.1.0
+    version: 3.1.0(@types/react@18.3.3)(react@18.3.1)
   '@svgr/webpack':
     specifier: 8.1.0
     version: 8.1.0(typescript@5.5.4)
@@ -2201,7 +2201,7 @@ packages:
       '@docusaurus/utils': 3.4.0(@docusaurus/types@3.4.0)(typescript@5.5.4)
       '@docusaurus/utils-common': 3.4.0(@docusaurus/types@3.4.0)
       '@docusaurus/utils-validation': 3.4.0(@docusaurus/types@3.4.0)(typescript@5.5.4)
-      '@mdx-js/react': 3.0.1(@types/react@18.3.3)(react@18.3.1)
+      '@mdx-js/react': 3.1.0(@types/react@18.3.3)(react@18.3.1)
       clsx: 2.1.1
       copy-text-to-clipboard: 3.2.0
       infima: 0.2.0-alpha.43
@@ -2603,8 +2603,8 @@ packages:
     transitivePeerDependencies:
       - supports-color
 
-  /@mdx-js/react@3.0.1(@types/react@18.3.3)(react@18.3.1):
-    resolution: {integrity: sha512-9ZrPIU4MGf6et1m1ov3zKf+q9+deetI51zprKB1D/z3NOb+rUxxtEl3mCjW5wTGh6VhRdwPueh1oRzi6ezkA8A==}
+  /@mdx-js/react@3.1.0(@types/react@18.3.3)(react@18.3.1):
+    resolution: {integrity: sha512-QjHtSaoameoalGnKDT3FoIl4+9RwyTmo9ZJGBdLOks/YOiWHoRDI3PUwEzOE7kEmGcV3AFcp9K6dYu9rEuKLAQ==}
     peerDependencies:
       '@types/react': '>=16'
       react: '>=16'