diff --git a/cli/js/40_jupyter.js b/cli/js/40_jupyter.js
index 10dbccf4c5..5a30a6b8e8 100644
--- a/cli/js/40_jupyter.js
+++ b/cli/js/40_jupyter.js
@@ -9,8 +9,8 @@ function enableJupyter() {
   } = core.ensureFastOps();
 
   globalThis.Deno.jupyter = {
-    async broadcast(msgType, content, { metadata = {} } = {}) {
-      await op_jupyter_broadcast(msgType, content, metadata);
+    async broadcast(msgType, content, { metadata = {}, buffers = [] } = {}) {
+      await op_jupyter_broadcast(msgType, content, metadata, buffers);
     },
   };
 }
diff --git a/cli/ops/jupyter.rs b/cli/ops/jupyter.rs
index 12d19fab50..f63edebe81 100644
--- a/cli/ops/jupyter.rs
+++ b/cli/ops/jupyter.rs
@@ -37,6 +37,7 @@ pub async fn op_jupyter_broadcast(
   #[string] message_type: String,
   #[serde] content: serde_json::Value,
   #[serde] metadata: serde_json::Value,
+  #[serde] buffers: Vec<deno_core::JsBuffer>,
 ) -> Result<(), AnyError> {
   let (iopub_socket, last_execution_request) = {
     let s = state.borrow();
@@ -54,6 +55,7 @@ pub async fn op_jupyter_broadcast(
       .new_message(&message_type)
       .with_content(content)
       .with_metadata(metadata)
+      .with_buffers(buffers.into_iter().map(|b| b.into()).collect())
       .send(&mut *iopub_socket.lock().await)
       .await?;
   }
diff --git a/cli/tests/testdata/jupyter/integration_test.ipynb b/cli/tests/testdata/jupyter/integration_test.ipynb
index 76064cea2a..450df4e9e2 100644
--- a/cli/tests/testdata/jupyter/integration_test.ipynb
+++ b/cli/tests/testdata/jupyter/integration_test.ipynb
@@ -719,10 +719,49 @@
     "});"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "6e9b530f-554d-4ef7-a5d6-69432283fd40",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "// Smoke test: Send example Jupyter Widgets messages with \"extra\" context.\n",
+    "// No return because we don't have a front-end widget to get the message from.\n",
+    "await Deno.jupyter.broadcast(\n",
+    "    \"comm_open\",\n",
+    "    {\n",
+    "        \"comm_id\": \"foo\",\n",
+    "        \"target_name\": \"jupyter.widget\",\n",
+    "        \"data\": {\n",
+    "            \"state\": {},\n",
+    "        },\n",
+    "    },\n",
+    "    {\n",
+    "        \"metadata\": { \"version\": \"2.1.0\" },\n",
+    "    },\n",
+    ");\n",
+    "\n",
+    "await Deno.jupyter.broadcast(\n",
+    "    \"comm_msg\",\n",
+    "    {\n",
+    "        \"comm_id\": \"foo\",\n",
+    "        \"data\": {\n",
+    "            \"method\": \"update\",\n",
+    "            \"state\": { \"answer\": null },\n",
+    "            \"buffer_paths\": [[\"answer\"]]\n",
+    "        },\n",
+    "    },\n",
+    "    {\n",
+    "        \"buffers\": [new Uint8Array([42])],\n",
+    "    },\n",
+    ");"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0181f28e",
+   "id": "f678313e-06c6-4fb8-a4ef-54a417129a82",
    "metadata": {},
    "outputs": [],
    "source": []
diff --git a/cli/tools/jupyter/jupyter_msg.rs b/cli/tools/jupyter/jupyter_msg.rs
index beb9f34e4a..da6654cae8 100644
--- a/cli/tools/jupyter/jupyter_msg.rs
+++ b/cli/tools/jupyter/jupyter_msg.rs
@@ -122,6 +122,7 @@ pub(crate) struct JupyterMessage {
   parent_header: serde_json::Value,
   metadata: serde_json::Value,
   content: serde_json::Value,
+  buffers: Vec<Bytes>,
 }
 
 const DELIMITER: &[u8] = b"<IDS|MSG>";
@@ -146,6 +147,11 @@ impl JupyterMessage {
       parent_header: serde_json::from_slice(&raw_message.jparts[1])?,
       metadata: serde_json::from_slice(&raw_message.jparts[2])?,
       content: serde_json::from_slice(&raw_message.jparts[3])?,
+      buffers: if raw_message.jparts.len() > 4 {
+        raw_message.jparts[4..].to_vec()
+      } else {
+        vec![]
+      },
     })
   }
 
@@ -179,6 +185,7 @@ impl JupyterMessage {
       parent_header: self.header.clone(),
       metadata: json!({}),
       content: json!({}),
+      buffers: vec![],
     }
   }
 
@@ -214,36 +221,43 @@ impl JupyterMessage {
     self
   }
 
+  pub(crate) fn with_buffers(mut self, buffers: Vec<Bytes>) -> JupyterMessage {
+    self.buffers = buffers;
+    self
+  }
+
   pub(crate) async fn send<S: zeromq::SocketSend>(
     &self,
     connection: &mut Connection<S>,
   ) -> Result<(), AnyError> {
     // If performance is a concern, we can probably avoid the clone and to_vec calls with a bit
     // of refactoring.
+    let mut jparts: Vec<Bytes> = vec![
+      serde_json::to_string(&self.header)
+        .unwrap()
+        .as_bytes()
+        .to_vec()
+        .into(),
+      serde_json::to_string(&self.parent_header)
+        .unwrap()
+        .as_bytes()
+        .to_vec()
+        .into(),
+      serde_json::to_string(&self.metadata)
+        .unwrap()
+        .as_bytes()
+        .to_vec()
+        .into(),
+      serde_json::to_string(&self.content)
+        .unwrap()
+        .as_bytes()
+        .to_vec()
+        .into(),
+    ];
+    jparts.extend_from_slice(&self.buffers);
     let raw_message = RawMessage {
       zmq_identities: self.zmq_identities.clone(),
-      jparts: vec![
-        serde_json::to_string(&self.header)
-          .unwrap()
-          .as_bytes()
-          .to_vec()
-          .into(),
-        serde_json::to_string(&self.parent_header)
-          .unwrap()
-          .as_bytes()
-          .to_vec()
-          .into(),
-        serde_json::to_string(&self.metadata)
-          .unwrap()
-          .as_bytes()
-          .to_vec()
-          .into(),
-        serde_json::to_string(&self.content)
-          .unwrap()
-          .as_bytes()
-          .to_vec()
-          .into(),
-      ],
+      jparts,
     };
     raw_message.send(connection).await
   }
diff --git a/cli/tsc/dts/lib.deno.unstable.d.ts b/cli/tsc/dts/lib.deno.unstable.d.ts
index 4d909a7893..782e8eba42 100644
--- a/cli/tsc/dts/lib.deno.unstable.d.ts
+++ b/cli/tsc/dts/lib.deno.unstable.d.ts
@@ -2101,6 +2101,7 @@ declare namespace Deno {
       content: Record<string, unknown>,
       extra?: {
         metadata?: Record<string, unknown>;
+        buffers?: Uint8Array[];
       },
     ): Promise<void>;
   }