diff --git a/website/package-lock.json b/website/package-lock.json
index ef54c7745..1ecbbb307 100644
--- a/website/package-lock.json
+++ b/website/package-lock.json
@@ -12,7 +12,7 @@
         "@docusaurus/core": "^2.4.3",
         "@docusaurus/plugin-sitemap": "^2.4.1",
         "@docusaurus/preset-classic": "^2.4.3",
-        "@mdx-js/react": "^1.6.21",
+        "@mdx-js/react": "^3.1.0",
         "@svgr/webpack": "^7.0.0",
         "classnames": "^2.3.2",
         "clsx": "^1.2.1",
@@ -2892,6 +2892,18 @@
         "react-dom": "^16.8.4 || ^17.0.0"
       }
     },
+    "node_modules/@docusaurus/theme-classic/node_modules/@mdx-js/react": {
+      "version": "1.6.22",
+      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
+      "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      },
+      "peerDependencies": {
+        "react": "^16.13.1 || ^17.0.0"
+      }
+    },
     "node_modules/@docusaurus/theme-common": {
       "version": "2.4.3",
       "resolved": "https://registry.npmjs.org/@docusaurus/theme-common/-/theme-common-2.4.3.tgz",
@@ -3431,15 +3443,19 @@
       }
     },
     "node_modules/@mdx-js/react": {
-      "version": "1.6.22",
-      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
-      "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-3.1.0.tgz",
+      "integrity": "sha512-QjHtSaoameoalGnKDT3FoIl4+9RwyTmo9ZJGBdLOks/YOiWHoRDI3PUwEzOE7kEmGcV3AFcp9K6dYu9rEuKLAQ==",
+      "dependencies": {
+        "@types/mdx": "^2.0.0"
+      },
       "funding": {
         "type": "opencollective",
         "url": "https://opencollective.com/unified"
       },
       "peerDependencies": {
-        "react": "^16.13.1 || ^17.0.0"
+        "@types/react": ">=16",
+        "react": ">=16"
       }
     },
     "node_modules/@mdx-js/util": {
@@ -3996,6 +4012,11 @@
         "@types/unist": "*"
       }
     },
+    "node_modules/@types/mdx": {
+      "version": "2.0.13",
+      "resolved": "https://registry.npmjs.org/@types/mdx/-/mdx-2.0.13.tgz",
+      "integrity": "sha512-+OWZQfAYyio6YkJb3HLxDrvnx6SWWDbC0zVPfBRzUk0/nqoDyf6dNxQi3eArPe8rJ473nobTMQ/8Zk+LxJ+Yuw=="
+    },
     "node_modules/@types/mime": {
       "version": "1.3.2",
       "resolved": "https://registry.npmjs.org/@types/mime/-/mime-1.3.2.tgz",
@@ -15123,6 +15144,14 @@
         "rtlcss": "^3.5.0",
         "tslib": "^2.4.0",
         "utility-types": "^3.10.0"
+      },
+      "dependencies": {
+        "@mdx-js/react": {
+          "version": "1.6.22",
+          "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
+          "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+          "requires": {}
+        }
       }
     },
     "@docusaurus/theme-common": {
@@ -15487,10 +15516,12 @@
       }
     },
     "@mdx-js/react": {
-      "version": "1.6.22",
-      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
-      "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
-      "requires": {}
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-3.1.0.tgz",
+      "integrity": "sha512-QjHtSaoameoalGnKDT3FoIl4+9RwyTmo9ZJGBdLOks/YOiWHoRDI3PUwEzOE7kEmGcV3AFcp9K6dYu9rEuKLAQ==",
+      "requires": {
+        "@types/mdx": "^2.0.0"
+      }
     },
     "@mdx-js/util": {
       "version": "1.6.22",
@@ -15871,6 +15902,11 @@
         "@types/unist": "*"
       }
     },
+    "@types/mdx": {
+      "version": "2.0.13",
+      "resolved": "https://registry.npmjs.org/@types/mdx/-/mdx-2.0.13.tgz",
+      "integrity": "sha512-+OWZQfAYyio6YkJb3HLxDrvnx6SWWDbC0zVPfBRzUk0/nqoDyf6dNxQi3eArPe8rJ473nobTMQ/8Zk+LxJ+Yuw=="
+    },
     "@types/mime": {
       "version": "1.3.2",
       "resolved": "https://registry.npmjs.org/@types/mime/-/mime-1.3.2.tgz",
diff --git a/website/package.json b/website/package.json
index 267fd1b95..6278cb550 100644
--- a/website/package.json
+++ b/website/package.json
@@ -18,7 +18,7 @@
     "@docusaurus/core": "^2.4.3",
     "@docusaurus/plugin-sitemap": "^2.4.1",
     "@docusaurus/preset-classic": "^2.4.3",
-    "@mdx-js/react": "^1.6.21",
+    "@mdx-js/react": "^3.1.0",
     "@svgr/webpack": "^7.0.0",
     "classnames": "^2.3.2",
     "clsx": "^1.2.1",