diff --git a/package.json b/package.json
index c7382f0..fbf223e 100644
--- a/package.json
+++ b/package.json
@@ -10,7 +10,7 @@
   },
   "dependencies": {
     "@mdx-js/mdx": "^3.0.1",
-    "@mdx-js/react": "^3.0.1",
+    "@mdx-js/react": "^3.1.0",
     "@octokit/rest": "^21.1.1",
     "@radix-ui/react-accordion": "^1.2.3",
     "@radix-ui/react-dialog": "^1.1.6",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 2722d9e..a30fb6f 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -12,8 +12,8 @@ importers:
         specifier: ^3.0.1
         version: 3.0.1
       '@mdx-js/react':
-        specifier: ^3.0.1
-        version: 3.0.1(@types/react@18.3.11)(react@18.3.1)
+        specifier: ^3.1.0
+        version: 3.1.0(@types/react@18.3.11)(react@18.3.1)
       '@octokit/rest':
         specifier: ^21.1.1
         version: 21.1.1
@@ -265,8 +265,8 @@ packages:
   '@mdx-js/mdx@3.0.1':
     resolution: {integrity: sha512-eIQ4QTrOWyL3LWEe/bu6Taqzq2HQvHcyTMaOrI95P2/LmJE7AsfPfgJGuFLPVqBUE1BC1rik3VIhU+s9u72arA==}
 
-  '@mdx-js/react@3.0.1':
-    resolution: {integrity: sha512-9ZrPIU4MGf6et1m1ov3zKf+q9+deetI51zprKB1D/z3NOb+rUxxtEl3mCjW5wTGh6VhRdwPueh1oRzi6ezkA8A==}
+  '@mdx-js/react@3.1.0':
+    resolution: {integrity: sha512-QjHtSaoameoalGnKDT3FoIl4+9RwyTmo9ZJGBdLOks/YOiWHoRDI3PUwEzOE7kEmGcV3AFcp9K6dYu9rEuKLAQ==}
     peerDependencies:
       '@types/react': '>=16'
       react: '>=16'
@@ -3026,7 +3026,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@mdx-js/react@3.0.1(@types/react@18.3.11)(react@18.3.1)':
+  '@mdx-js/react@3.1.0(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@types/mdx': 2.0.13
       '@types/react': 18.3.11
@@ -5388,7 +5388,7 @@ snapshots:
     dependencies:
       '@babel/code-frame': 7.25.7
       '@mdx-js/mdx': 3.0.1
-      '@mdx-js/react': 3.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@mdx-js/react': 3.1.0(@types/react@18.3.11)(react@18.3.1)
       react: 18.3.1
       unist-util-remove: 3.1.1
       vfile: 6.0.3