diff --git a/.env.example b/.env.example
index ed587847d..dd69756b2 100644
--- a/.env.example
+++ b/.env.example
@@ -4,13 +4,21 @@
 # Values below are PUBLIC (they're shipped to the browser by Astro's
 # `envField`, and live behind rate limiting / allow-lists on the vendor side).
 
-# Kapa Website Widget integration ID for the "Ask AI" button in the sidebar.
-# If unset, docs falls back to the shared widget integration ID used in preview/prod.
-# Get yours at: https://app.kapa.ai/admin (Integrations → Widget → Copy integration ID).
-# The same value is passed to the widget as `data-website-id`.
-# PUBLIC_KAPA_INTEGRATION_ID=f31c5644-dd65-4f49-9762-bf580062afa8
+# Kapa CUSTOM_FRONTEND integration ID for the custom "Ask AI" React chat
+# (KapaChatLauncher / @kapaai/react-sdk). If unset, the custom chat launcher
+# is omitted. Get yours at: https://app.kapa.ai (Integrations → custom frontend).
+# Do not reuse this value for WebMCP — that needs a Website Widget integration.
 PUBLIC_KAPA_INTEGRATION_ID=
 
+# Kapa Website Widget integration ID for WebMCP only. Emitted as
+# data-website-id on the official widget script with data-webmcp-enabled=true
+# so in-browser agents can call search_warp_knowledge_sources. If unset, the
+# WebMCP script is omitted. The default floating Ask button stays hidden
+# (data-button-hide); the custom sidebar Ask control remains the human entry
+# point. Get yours at: https://app.kapa.ai (Integrations → Website Widget).
+# Live Docs Bot example: "Docs Widget" (type WIDGET).
+PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID=
+
 # Optional Kapa project ID used to build internal conversation links in
 # "Create ticket" email drafts:
 #   https://app.kapa.ai/<PROJECT_ID>/conversations/<THREAD_ID>
diff --git a/astro.config.mjs b/astro.config.mjs
index a272cbf62..c85dc0854 100644
--- a/astro.config.mjs
+++ b/astro.config.mjs
@@ -37,6 +37,13 @@ export default defineConfig({
 				access: 'public',
 				optional: true,
 			}),
+			// Website Widget integration ID for WebMCP only (not the custom
+			// React chat frontend). Required by Kapa for data-webmcp-enabled.
+			PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID: envField.string({
+				context: 'client',
+				access: 'public',
+				optional: true,
+			}),
 			PUBLIC_KAPA_PROJECT_ID: envField.string({
 				context: 'client',
 				access: 'public',
diff --git a/package.json b/package.json
index f664e07e5..d56eb55f6 100644
--- a/package.json
+++ b/package.json
@@ -19,6 +19,7 @@
     "seo:audit": "node scripts/seo-audit.mjs",
     "test:heading-tocs": "node scripts/validate-heading-tocs.mjs",
     "test:heading-vars": "node --test src/plugins/heading-vars-core.test.mjs",
+    "test:kapa-webmcp": "node --test src/lib/kapa-webmcp.test.mjs",
     "test:homepage-json-ld": "node scripts/validate-homepage-json-ld.mjs",
     "postinstall": "patch-package"
   },
diff --git a/src/components/CustomHead.astro b/src/components/CustomHead.astro
index fdee99342..59e284070 100644
--- a/src/components/CustomHead.astro
+++ b/src/components/CustomHead.astro
@@ -4,6 +4,7 @@ import Analytics from '@vercel/analytics/astro';
 import SpeedInsights from '@vercel/speed-insights/astro';
 import RudderStackAnalytics from './RudderStackAnalytics.astro';
 import ArticleImageLightbox from './ArticleImageLightbox.astro';
+import KapaWebMcp from './KapaWebMcp.astro';
 import { DOCS_ORIGIN } from '../lib/site.js';
 
 // Note: `<ClientRouter />` (Astro View Transitions) is intentionally NOT
@@ -189,6 +190,8 @@ const websiteJsonLd = JSON.stringify({
 />
 <RudderStackAnalytics />
 <ArticleImageLightbox />
+{/* WebMCP page tool for in-browser agents; custom Ask chat stays separate. */}
+<KapaWebMcp />
 
 <Analytics />
 <SpeedInsights />
diff --git a/src/components/KapaWebMcp.astro b/src/components/KapaWebMcp.astro
new file mode 100644
index 000000000..e1c217b14
--- /dev/null
+++ b/src/components/KapaWebMcp.astro
@@ -0,0 +1,35 @@
+---
+/**
+ * Loads the Kapa Website Widget script solely so WebMCP can register the
+ * read-only `search_warp_knowledge_sources` page tool for in-browser agents.
+ *
+ * Uses the Website Widget integration (`PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID`),
+ * not the custom React frontend ID (`PUBLIC_KAPA_INTEGRATION_ID`). WebMCP only
+ * works with Website Widget integrations.
+ *
+ * Human chat stays on the custom React SDK surface (`KapaChatLauncher`).
+ * This script hides Kapa's default floating button and does not replace or
+ * duplicate the custom Ask launcher.
+ *
+ * @see https://docs.kapa.ai/integrations/website-widget/features/webmcp
+ * @see https://www.kapa.ai/blog/kapa-webmcp
+ */
+import { PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID } from 'astro:env/client';
+import { getKapaWebMcpScriptAttributes } from '../lib/kapa-webmcp.js';
+
+const attrs = getKapaWebMcpScriptAttributes(PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID);
+---
+
+{
+	attrs ? (
+		<script
+			is:inline
+			async
+			src={attrs.src}
+			data-website-id={attrs['data-website-id']}
+			data-project-name={attrs['data-project-name']}
+			data-webmcp-enabled={attrs['data-webmcp-enabled']}
+			data-button-hide={attrs['data-button-hide']}
+		/>
+	) : null
+}
diff --git a/src/lib/kapa-webmcp.js b/src/lib/kapa-webmcp.js
new file mode 100644
index 000000000..e54ee9ec8
--- /dev/null
+++ b/src/lib/kapa-webmcp.js
@@ -0,0 +1,52 @@
+/**
+ * Kapa Website Widget attributes for WebMCP.
+ *
+ * Docs human chat uses a custom React SDK surface (`KapaChatLauncher`) backed
+ * by the CUSTOM_FRONTEND integration (`PUBLIC_KAPA_INTEGRATION_ID`). WebMCP
+ * requires a separate Website Widget integration ID
+ * (`PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID`) on the official widget script
+ * with `data-webmcp-enabled="true"`:
+ * https://docs.kapa.ai/integrations/website-widget/features/webmcp
+ *
+ * Do not pass the custom-frontend ID here — Kapa only enables WebMCP on
+ * Website Widget integrations.
+ *
+ * `data-button-hide` keeps the default widget launcher off the page so the
+ * existing custom Ask control remains the only human chat entry point.
+ * Browsers without WebMCP ignore the enable flag; chat behavior is unchanged.
+ */
+
+export const KAPA_WIDGET_SCRIPT_SRC = 'https://widget.kapa.ai/kapa-widget.bundle.js';
+
+/** Becomes `search_warp_knowledge_sources` via Kapa's snake_case tool naming. */
+export const KAPA_WEBMCP_PROJECT_NAME = 'Warp';
+
+/**
+ * @param {string | undefined | null} websiteWidgetIntegrationId
+ *   Website Widget integration ID (`PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID`).
+ *   Not the custom React frontend integration ID.
+ * @returns {null | {
+ *   src: string,
+ *   async: true,
+ *   'data-website-id': string,
+ *   'data-project-name': string,
+ *   'data-webmcp-enabled': 'true',
+ *   'data-button-hide': 'true',
+ * }}
+ */
+export function getKapaWebMcpScriptAttributes(websiteWidgetIntegrationId) {
+	const websiteId =
+		typeof websiteWidgetIntegrationId === 'string' ? websiteWidgetIntegrationId.trim() : '';
+	if (!websiteId) return null;
+
+	return {
+		src: KAPA_WIDGET_SCRIPT_SRC,
+		async: true,
+		'data-website-id': websiteId,
+		'data-project-name': KAPA_WEBMCP_PROJECT_NAME,
+		'data-webmcp-enabled': 'true',
+		// Hide Kapa's default floating button only. The custom sidebar Ask
+		// launcher (and search-footer Ask AI CTA) stay visible.
+		'data-button-hide': 'true',
+	};
+}
diff --git a/src/lib/kapa-webmcp.test.mjs b/src/lib/kapa-webmcp.test.mjs
new file mode 100644
index 000000000..cb49fa384
--- /dev/null
+++ b/src/lib/kapa-webmcp.test.mjs
@@ -0,0 +1,35 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import {
+	KAPA_WEBMCP_PROJECT_NAME,
+	KAPA_WIDGET_SCRIPT_SRC,
+	getKapaWebMcpScriptAttributes,
+} from './kapa-webmcp.js';
+
+test('returns null when the Website Widget integration id is missing', () => {
+	assert.equal(getKapaWebMcpScriptAttributes(undefined), null);
+	assert.equal(getKapaWebMcpScriptAttributes(null), null);
+	assert.equal(getKapaWebMcpScriptAttributes(''), null);
+	assert.equal(getKapaWebMcpScriptAttributes('   '), null);
+});
+
+test('enables WebMCP on the official widget script without duplicating chat UI', () => {
+	// Fixture only — production uses PUBLIC_KAPA_WEBSITE_WIDGET_INTEGRATION_ID.
+	const websiteWidgetIntegrationId = '00000000-0000-4000-8000-000000000001';
+	const attrs = getKapaWebMcpScriptAttributes(`  ${websiteWidgetIntegrationId}  `);
+
+	assert.deepEqual(attrs, {
+		src: KAPA_WIDGET_SCRIPT_SRC,
+		async: true,
+		'data-website-id': websiteWidgetIntegrationId,
+		'data-project-name': KAPA_WEBMCP_PROJECT_NAME,
+		'data-webmcp-enabled': 'true',
+		// Default floating Ask button stays hidden; custom sidebar Ask remains.
+		'data-button-hide': 'true',
+	});
+	assert.equal(attrs.src, 'https://widget.kapa.ai/kapa-widget.bundle.js');
+	assert.equal(attrs['data-project-name'], 'Warp');
+	assert.equal(attrs['data-consent-required'], undefined);
+	// Must not accidentally lean on the custom-frontend env var name/value.
+	assert.notEqual(websiteWidgetIntegrationId, process.env.PUBLIC_KAPA_INTEGRATION_ID);
+});