docs: add name title for Anchor Browser (#32512)

# description
change the sidebar name to Anchor Browser from anchor_browser.

# Issue
Anchor Browser sidebar name looks unattractive.

docs/docs/integrations/tools/anchor_browser.ipynb

@@ -1,19 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "raw",
-   "id": "2ce4bdbc",
-   "metadata": {
-    "vscode": {
-     "languageId": "raw"
-    }
-   },
-   "source": [
-    "---\n",
-    "sidebar_label: anchor_browser\n",
-    "---"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "a6f91f20",
@@ -63,7 +49,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install --quiet -U langchain-anchorbrowser"
+    "%pip install --quiet -U langchain-anchorbrowser pydantic"
    ]
   },
   {
@@ -147,16 +133,27 @@
     "    {\"url\": \"https://docs.anchorbrowser.io\", \"width\": 1280, \"height\": 720}\n",
     ")\n",
     "\n",
-    "# Get a Screenshot for https://docs.anchorbrowser.io\n",
+    "# Define a Pydantic model for the web task output schema\n",
+    "from pydantic import BaseModel\n",
+    "from typing import List\n",
+    "\n",
+    "\n",
+    "class NodeCpuUsage(BaseModel):\n",
+    "    node: str\n",
+    "    cluster: str\n",
+    "    cpu_avg_percentage: float\n",
+    "\n",
+    "\n",
+    "class OutputSchema(BaseModel):\n",
+    "    nodes_cpu_usage: List[NodeCpuUsage]\n",
+    "\n",
+    "\n",
+    "# Run a web task to collect data from a web page\n",
     "anchor_advanced_web_task_tool.invoke(\n",
     "    {\n",
     "        \"prompt\": \"Collect the node names and their CPU average %\",\n",
     "        \"url\": \"https://play.grafana.org/a/grafana-k8s-app/navigation/nodes?from=now-1h&to=now&refresh=1m\",\n",
-    "        \"output_schema\": {\n",
-    "            \"nodes_cpu_usage\": [\n",
-    "                {\"node\": \"string\", \"cluster\": \"string\", \"cpu_avg_percentage\": \"number\"}\n",
-    "            ]\n",
-    "        },\n",
+    "        \"output_schema\": OutputSchema.model_json_schema(),\n",
     "    }\n",
     ")"
    ]

docs/scripts/tool_feat_table.py

@@ -167,6 +167,11 @@ WEBBROWSING_TOOL_FEAT_TABLE = {
         "interactions": False,
         "pricing": "Free trial, with flat rate plans and pre-paid credits after",
     },
+    "Anchor Browser": {
+        "link": "/docs/integrations/tools/anchor_browser",
+        "interactions": True,
+        "pricing": "Free trial, with flat rate plans and pre-paid credits after",
+    },
 }
 
 DATABASE_TOOL_FEAT_TABLE = {

libs/packages.yml

@@ -719,6 +719,7 @@ packages:
   downloads_updated_at: '2025-08-10T21:38:36.795416+00:00'
 - name: langchain-anchorbrowser
   provider_page: anchor_browser
+  name_title: Anchor Browser
   path: .
   repo: anchorbrowser/langchain-anchorbrowser
 - name: toolbox-langchain