diff --git a/README.md b/README.md
index 2d777cb..d3f75cc 100644
--- a/README.md
+++ b/README.md
@@ -228,6 +228,8 @@ For deeper setup details, direct repo development, env files, Docker internals,
 
 The first Google AI Search run now uses a shared persistent browser profile instead of a seeded browser profile committed into the repo.
 
+For Docker and VPS installs without a real display, the API container can expose that browser session through noVNC at `https://your-vnc-host/vnc.html`.
+
 1. Open `/playground/operators/google/ai-search`
 2. Click `Build Cookies`
 3. Let the shared browser open Google
diff --git a/apps/api/src/services/scrape/BrowserService.ts b/apps/api/src/services/scrape/BrowserService.ts
index 0982807..133a1af 100644
--- a/apps/api/src/services/scrape/BrowserService.ts
+++ b/apps/api/src/services/scrape/BrowserService.ts
@@ -93,6 +93,14 @@ class BrowserService {
         return Boolean(process.env.DISPLAY?.trim());
     }
 
+    private isManagedVirtualDisplay(): boolean {
+        if (process.platform !== 'linux') {
+            return false;
+        }
+
+        return process.env.HEADLESSX_VIRTUAL_DISPLAY_ACTIVE?.trim() === '1';
+    }
+
     private readCookieReadyMarker(): CookieReadyMarker | null {
         try {
             if (!fs.existsSync(this.cookieReadyMarkerPath)) {
@@ -349,7 +357,8 @@ class BrowserService {
         if (options?.cookieBootstrap) {
             this.cookieBootstrapActive = true;
             this.cookieBootstrapStartedAt = new Date().toISOString();
-            this.cookieBootstrapUsingVirtualDisplay = launchMode === 'virtual';
+            this.cookieBootstrapUsingVirtualDisplay =
+                launchMode === 'virtual' || this.isManagedVirtualDisplay();
         }
 
         context.browser()?.once('disconnected', () => {
@@ -480,6 +489,7 @@ class BrowserService {
         const running = this.cookieBootstrapActive && this.isContextReady(this.persistentContext);
         const required = !ready;
         const hasDisplay = this.hasSystemDisplay();
+        const usingManagedVirtualDisplay = this.isManagedVirtualDisplay();
         const launchMode = running ? this.currentLaunchMode : null;
 
         let message = 'Shared Google profile is ready for automated searches.';
@@ -498,7 +508,9 @@ class BrowserService {
             running,
             launchMode,
             hasDisplay,
-            usingVirtualDisplay: running ? this.cookieBootstrapUsingVirtualDisplay : !hasDisplay,
+            usingVirtualDisplay: running
+                ? this.cookieBootstrapUsingVirtualDisplay
+                : usingManagedVirtualDisplay || !hasDisplay,
             activePages: this.activePages,
             profileDir: this.profileDir,
             usesSharedProfile: true,
diff --git a/docs/setup-guide.md b/docs/setup-guide.md
index 0882425..446a25b 100644
--- a/docs/setup-guide.md
+++ b/docs/setup-guide.md
@@ -135,6 +135,13 @@ Important:
 
 Google AI Search now uses the shared persistent browser profile managed by the API.
 
+For Docker and VPS installs, the API container can now host its own managed X display plus a noVNC web client.
+
+- set `VNC_HOST` to publish the browser session through Traefik
+- open `https://your-vnc-host/vnc.html`
+- sign in with `HEADLESSX_VNC_PASSWORD`
+- leave `HEADLESSX_VNC_ALLOW_NO_PASSWORD=0` unless the route is private and temporary
+
 The first time you use the Google operator:
 
 1. Open `/playground/operators/google/ai-search`
diff --git a/infra/docker/.env.example b/infra/docker/.env.example
index 966cfe3..c6c6175 100644
--- a/infra/docker/.env.example
+++ b/infra/docker/.env.example
@@ -7,6 +7,8 @@ HTML_TO_MARKDOWN_HOST_PORT=38081
 YT_ENGINE_HOST_PORT=38090
 WEB_HOST_PORT=34872
 API_HOST_PORT=38473
+VNC_HOST_PORT=35900
+VNC_WEB_HOST_PORT=36080
 
 # Internal container listener ports
 WEB_PORT=3000
@@ -49,3 +51,18 @@ INTERNAL_API_URL=http://api:8000
 
 # Set this only when the dashboard is hosted on a custom origin.
 # FRONTEND_URL=http://localhost:34872
+
+# Managed browser display inside the API container.
+HEADLESSX_ENABLE_MANAGED_DISPLAY=1
+HEADLESSX_ENABLE_VNC=1
+HEADLESSX_DISPLAY=:99
+HEADLESSX_DISPLAY_WIDTH=1440
+HEADLESSX_DISPLAY_HEIGHT=900
+HEADLESSX_DISPLAY_DEPTH=24
+HEADLESSX_VNC_PORT=5900
+HEADLESSX_VNC_WEB_PORT=6080
+VNC_HOST=headlessx-vnc.localhost
+HEADLESSX_VNC_PUBLIC_URL=http://localhost:36080/vnc.html
+HEADLESSX_VNC_PASSWORD=change-me
+# Set to 1 only for trusted local-only debugging.
+HEADLESSX_VNC_ALLOW_NO_PASSWORD=0
diff --git a/infra/docker/api-entrypoint.sh b/infra/docker/api-entrypoint.sh
index 8149e1a..b52065c 100644
--- a/infra/docker/api-entrypoint.sh
+++ b/infra/docker/api-entrypoint.sh
@@ -1,6 +1,137 @@
 #!/bin/sh
 set -eu
 
+XVFB_PID=""
+OPENBOX_PID=""
+X11VNC_PID=""
+NOVNC_PID=""
+API_PID=""
+VNC_PASSWORD_FILE=""
+
+is_enabled() {
+    case "${1:-}" in
+        1|true|TRUE|yes|YES|on|ON)
+            return 0
+            ;;
+        *)
+            return 1
+            ;;
+    esac
+}
+
+cleanup_background() {
+    for pid in "$NOVNC_PID" "$X11VNC_PID" "$OPENBOX_PID" "$XVFB_PID"; do
+        if [ -n "$pid" ]; then
+            kill "$pid" 2>/dev/null || true
+            wait "$pid" 2>/dev/null || true
+        fi
+    done
+
+    if [ -n "$VNC_PASSWORD_FILE" ] && [ -f "$VNC_PASSWORD_FILE" ]; then
+        rm -f "$VNC_PASSWORD_FILE"
+    fi
+}
+
+forward_signal() {
+    if [ -n "$API_PID" ]; then
+        kill "$API_PID" 2>/dev/null || true
+        wait "$API_PID" 2>/dev/null || true
+    fi
+}
+
+wait_for_display() {
+    ATTEMPTS=0
+
+    until xdpyinfo -display "$DISPLAY" >/dev/null 2>&1; do
+        ATTEMPTS=$((ATTEMPTS + 1))
+
+        if [ "$ATTEMPTS" -ge 30 ]; then
+            echo "❌ Managed display ${DISPLAY} did not become ready."
+            return 1
+        fi
+
+        if [ -n "$XVFB_PID" ] && ! kill -0 "$XVFB_PID" 2>/dev/null; then
+            echo "❌ Xvfb exited before ${DISPLAY} became ready."
+            return 1
+        fi
+
+        sleep 1
+    done
+}
+
+start_vnc_stack() {
+    VNC_PORT="${HEADLESSX_VNC_PORT:-5900}"
+    VNC_WEB_PORT="${HEADLESSX_VNC_WEB_PORT:-6080}"
+
+    if [ -z "${HEADLESSX_VNC_PASSWORD:-}" ] && ! is_enabled "${HEADLESSX_VNC_ALLOW_NO_PASSWORD:-0}"; then
+        echo "❌ HEADLESSX_VNC_PASSWORD must be set when HEADLESSX_ENABLE_VNC=1."
+        echo "   Set HEADLESSX_VNC_ALLOW_NO_PASSWORD=1 only for trusted local-only debugging."
+        return 1
+    fi
+
+    if [ -n "${HEADLESSX_VNC_PASSWORD:-}" ]; then
+        VNC_PASSWORD_FILE="$(mktemp /tmp/headlessx-vnc-pass.XXXXXX)"
+        x11vnc -storepasswd "$HEADLESSX_VNC_PASSWORD" "$VNC_PASSWORD_FILE" >/dev/null
+        # shellcheck disable=SC2086
+        x11vnc -display "$DISPLAY" -rfbport "$VNC_PORT" -forever -shared -xkb -noxrecord -noxfixes -noxdamage -rfbauth "$VNC_PASSWORD_FILE" >/tmp/headlessx-x11vnc.log 2>&1 &
+    else
+        echo "⚠️ HEADLESSX_VNC_PASSWORD is empty. The VNC session is not password protected."
+        x11vnc -display "$DISPLAY" -rfbport "$VNC_PORT" -forever -shared -xkb -noxrecord -noxfixes -noxdamage -nopw >/tmp/headlessx-x11vnc.log 2>&1 &
+    fi
+    X11VNC_PID=$!
+
+    websockify --web /usr/share/novnc/ "$VNC_WEB_PORT" "127.0.0.1:${VNC_PORT}" >/tmp/headlessx-novnc.log 2>&1 &
+    NOVNC_PID=$!
+
+    echo "✅ noVNC available at http://127.0.0.1:${VNC_WEB_PORT}/vnc.html"
+    if [ -n "${HEADLESSX_VNC_PUBLIC_URL:-}" ]; then
+        echo "🌐 Public noVNC URL: ${HEADLESSX_VNC_PUBLIC_URL}"
+    fi
+}
+
+start_managed_display() {
+    if [ "$(uname -s)" != "Linux" ]; then
+        return 0
+    fi
+
+    if ! is_enabled "${HEADLESSX_ENABLE_MANAGED_DISPLAY:-1}"; then
+        return 0
+    fi
+
+    export DISPLAY="${DISPLAY:-${HEADLESSX_DISPLAY:-:99}}"
+
+    if xdpyinfo -display "$DISPLAY" >/dev/null 2>&1; then
+        export HEADLESSX_VIRTUAL_DISPLAY_ACTIVE=1
+        echo "🖥️ Reusing existing display ${DISPLAY}"
+        return 0
+    fi
+
+    DISPLAY_WIDTH="${HEADLESSX_DISPLAY_WIDTH:-${BROWSER_WINDOW_WIDTH:-1440}}"
+    DISPLAY_HEIGHT="${HEADLESSX_DISPLAY_HEIGHT:-${BROWSER_WINDOW_HEIGHT:-900}}"
+    DISPLAY_DEPTH="${HEADLESSX_DISPLAY_DEPTH:-24}"
+
+    echo "🖥️ Starting managed display ${DISPLAY} (${DISPLAY_WIDTH}x${DISPLAY_HEIGHT}x${DISPLAY_DEPTH})"
+    Xvfb "$DISPLAY" -screen 0 "${DISPLAY_WIDTH}x${DISPLAY_HEIGHT}x${DISPLAY_DEPTH}" -ac -nolisten tcp +extension RANDR >/tmp/headlessx-xvfb.log 2>&1 &
+    XVFB_PID=$!
+
+    wait_for_display
+    export HEADLESSX_VIRTUAL_DISPLAY_ACTIVE=1
+
+    if command -v openbox >/dev/null 2>&1; then
+        openbox >/tmp/headlessx-openbox.log 2>&1 &
+        OPENBOX_PID=$!
+    fi
+
+    if is_enabled "${HEADLESSX_ENABLE_VNC:-1}"; then
+        start_vnc_stack
+    fi
+}
+
+trap 'forward_signal' INT TERM HUP
+trap 'cleanup_background' EXIT
+
+start_managed_display
+
 cd /app/apps/api
 
 MAX_ATTEMPTS="${PRISMA_MIGRATE_MAX_ATTEMPTS:-10}"
@@ -20,4 +151,9 @@ until pnpm exec prisma migrate deploy; do
 done
 
 echo "✅ Prisma migrations applied."
-exec pnpm exec tsx src/server_entry.ts
+pnpm exec tsx src/server_entry.ts &
+API_PID=$!
+wait "$API_PID"
+EXIT_CODE=$?
+API_PID=""
+exit "$EXIT_CODE"
diff --git a/infra/docker/api.Dockerfile b/infra/docker/api.Dockerfile
index 4b3aa87..8077dd9 100644
--- a/infra/docker/api.Dockerfile
+++ b/infra/docker/api.Dockerfile
@@ -11,6 +11,12 @@ RUN corepack enable
 RUN apt-get update && apt-get install -y \
     build-essential \
     xvfb \
+    x11vnc \
+    novnc \
+    websockify \
+    openbox \
+    x11-utils \
+    xauth \
     libnss3 \
     libnspr4 \
     libatk1.0-0 \
diff --git a/infra/docker/docker-compose.yml b/infra/docker/docker-compose.yml
index c685363..f5623dc 100644
--- a/infra/docker/docker-compose.yml
+++ b/infra/docker/docker-compose.yml
@@ -105,6 +105,18 @@ services:
       - YT_ENGINE_TIMEOUT_MS=${YT_ENGINE_TIMEOUT_MS:-45000}
       - BROWSER_WINDOW_WIDTH=${BROWSER_WINDOW_WIDTH:-}
       - BROWSER_WINDOW_HEIGHT=${BROWSER_WINDOW_HEIGHT:-}
+      - DISPLAY=${DISPLAY:-${HEADLESSX_DISPLAY:-:99}}
+      - HEADLESSX_ENABLE_MANAGED_DISPLAY=${HEADLESSX_ENABLE_MANAGED_DISPLAY:-1}
+      - HEADLESSX_ENABLE_VNC=${HEADLESSX_ENABLE_VNC:-1}
+      - HEADLESSX_DISPLAY=${HEADLESSX_DISPLAY:-:99}
+      - HEADLESSX_DISPLAY_WIDTH=${HEADLESSX_DISPLAY_WIDTH:-1440}
+      - HEADLESSX_DISPLAY_HEIGHT=${HEADLESSX_DISPLAY_HEIGHT:-900}
+      - HEADLESSX_DISPLAY_DEPTH=${HEADLESSX_DISPLAY_DEPTH:-24}
+      - HEADLESSX_VNC_PORT=${HEADLESSX_VNC_PORT:-5900}
+      - HEADLESSX_VNC_WEB_PORT=${HEADLESSX_VNC_WEB_PORT:-6080}
+      - HEADLESSX_VNC_PASSWORD=${HEADLESSX_VNC_PASSWORD:-}
+      - HEADLESSX_VNC_ALLOW_NO_PASSWORD=${HEADLESSX_VNC_ALLOW_NO_PASSWORD:-0}
+      - HEADLESSX_VNC_PUBLIC_URL=${HEADLESSX_VNC_PUBLIC_URL:-http://localhost:36080/vnc.html}
       - BULLMQ_QUEUE_NAME=${BULLMQ_QUEUE_NAME:-headlessx-jobs}
       - QUEUE_WORKER_CONCURRENCY=${QUEUE_WORKER_CONCURRENCY:-2}
       - QUEUE_JOB_ATTEMPTS=${QUEUE_JOB_ATTEMPTS:-3}
@@ -112,6 +124,8 @@ services:
       - QUEUE_STREAM_POLL_MS=${QUEUE_STREAM_POLL_MS:-1000}
     ports:
       - "${API_HOST_PORT:-38473}:${PORT:-8000}"
+      - "${VNC_HOST_PORT:-35900}:${HEADLESSX_VNC_PORT:-5900}"
+      - "${VNC_WEB_HOST_PORT:-36080}:${HEADLESSX_VNC_WEB_PORT:-6080}"
     healthcheck:
       test:
         [