diff --git a/website/package.json b/website/package.json
index 358928e0d..bb955a96b 100644
--- a/website/package.json
+++ b/website/package.json
@@ -15,7 +15,7 @@
     "@docsearch/react": "^3.9.0",
     "@mdx-js/loader": "^3.1.0",
     "@mdx-js/react": "^3.1.0",
-    "@next/mdx": "~15.2.4",
+    "@next/mdx": "~15.3.1",
     "@next/third-parties": "^15.1.6",
     "@types/mdx": "^2.0.13",
     "@types/mixpanel-browser": "^2.54.0",
diff --git a/website/pnpm-lock.yaml b/website/pnpm-lock.yaml
index 398821ea3..e4741115d 100644
--- a/website/pnpm-lock.yaml
+++ b/website/pnpm-lock.yaml
@@ -18,8 +18,8 @@ importers:
         specifier: ^3.1.0
         version: 3.1.0(@types/react@18.3.11)(react@18.3.1)
       '@next/mdx':
-        specifier: ~15.2.4
-        version: 15.2.4(@mdx-js/loader@3.1.0(acorn@8.14.0)(webpack@5.92.0))(@mdx-js/react@3.1.0(@types/react@18.3.11)(react@18.3.1))
+        specifier: ~15.3.1
+        version: 15.3.1(@mdx-js/loader@3.1.0(acorn@8.14.0)(webpack@5.92.0))(@mdx-js/react@3.1.0(@types/react@18.3.11)(react@18.3.1))
       '@next/third-parties':
         specifier: ^15.1.6
         version: 15.1.6(next@14.2.26(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react@18.3.1)
@@ -308,8 +308,8 @@ packages:
   '@next/env@14.2.26':
     resolution: {integrity: sha512-vO//GJ/YBco+H7xdQhzJxF7ub3SUwft76jwaeOyVVQFHCi5DCnkP16WHB+JBylo4vOKPoZBlR94Z8xBxNBdNJA==}
 
-  '@next/mdx@15.2.4':
-    resolution: {integrity: sha512-/T4iJYAbryNW9v5+8UHecSH524wUMgxl5ZHHklt9oXdtbb+tIW6LsRYtiderr4mK9GUDSNFrxN+UNlGJysNhxg==}
+  '@next/mdx@15.3.1':
+    resolution: {integrity: sha512-dnpuJRfqqCPFfLDy2hIej41JAl424zk1JOgRd7jjWu2aTeX6oi0gXdcnMAK4lhf7Xl9zSkL2stzDc1YtlB1xyg==}
     peerDependencies:
       '@mdx-js/loader': '>=0.15.0'
       '@mdx-js/react': '>=0.15.0'
@@ -2216,7 +2216,7 @@ snapshots:
 
   '@next/env@14.2.26': {}
 
-  '@next/mdx@15.2.4(@mdx-js/loader@3.1.0(acorn@8.14.0)(webpack@5.92.0))(@mdx-js/react@3.1.0(@types/react@18.3.11)(react@18.3.1))':
+  '@next/mdx@15.3.1(@mdx-js/loader@3.1.0(acorn@8.14.0)(webpack@5.92.0))(@mdx-js/react@3.1.0(@types/react@18.3.11)(react@18.3.1))':
     dependencies:
       source-map: 0.7.4
     optionalDependencies: