diff --git a/.hugo/hugo.toml b/.hugo/hugo.toml
index d56e5478d1cf..f8a667230e4d 100644
--- a/.hugo/hugo.toml
+++ b/.hugo/hugo.toml
@@ -37,6 +37,8 @@ ignoreFiles = ["quickstart/shared", "quickstart/python", "quickstart/js", "quick
   github_subdir = "docs"
   offlineSearch = true
   version_menu = "Releases"
+  releases_url = "/genai-toolbox/releases.releases"
+  global_logo_url = "/genai-toolbox/"
   [params.ui]
     ul_show = 100
     showLightDarkModeMenu = true
diff --git a/.hugo/layouts/docs/section.html b/.hugo/layouts/docs/section.html
new file mode 100644
index 000000000000..c8d7a5f36fd3
--- /dev/null
+++ b/.hugo/layouts/docs/section.html
@@ -0,0 +1,24 @@
+{{ define "main" }}
+<div class="td-content">
+    <h1>{{ .Title }}</h1>
+    {{ with .Params.description }}<div class="lead">{{ . | markdownify }}</div>{{ end }}
+    <header class="article-meta">
+        {{ partial "taxonomy_terms_article_wrapper.html" . }}
+        {{ if (and (not .Params.hide_readingtime) (.Site.Params.ui.readingtime.enable)) }}
+            {{ partial "reading-time.html" . }}
+        {{ end }}
+    </header>
+    {{ .Content }}
+    {{ partial "section-index.html" . }}
+    {{ partial "pager.html" . }}
+    {{ if (and (not .Params.hide_feedback) (.Site.Params.ui.feedback.enable) (.Site.GoogleAnalytics)) }}
+        {{ partial "feedback.html" .Site.Params.ui.feedback }}
+        <br />
+    {{ end }}
+    {{ if (.Site.Params.DisqusShortname) }}
+        <br />
+        {{ partial "disqus-comment.html" . }}
+    {{ end }}
+    {{ partial "page-meta-lastmod.html" . }}
+</div>
+{{ end }}
\ No newline at end of file
diff --git a/.hugo/layouts/docs/single.html b/.hugo/layouts/docs/single.html
new file mode 100644
index 000000000000..c8d7a5f36fd3
--- /dev/null
+++ b/.hugo/layouts/docs/single.html
@@ -0,0 +1,24 @@
+{{ define "main" }}
+<div class="td-content">
+    <h1>{{ .Title }}</h1>
+    {{ with .Params.description }}<div class="lead">{{ . | markdownify }}</div>{{ end }}
+    <header class="article-meta">
+        {{ partial "taxonomy_terms_article_wrapper.html" . }}
+        {{ if (and (not .Params.hide_readingtime) (.Site.Params.ui.readingtime.enable)) }}
+            {{ partial "reading-time.html" . }}
+        {{ end }}
+    </header>
+    {{ .Content }}
+    {{ partial "section-index.html" . }}
+    {{ partial "pager.html" . }}
+    {{ if (and (not .Params.hide_feedback) (.Site.Params.ui.feedback.enable) (.Site.GoogleAnalytics)) }}
+        {{ partial "feedback.html" .Site.Params.ui.feedback }}
+        <br />
+    {{ end }}
+    {{ if (.Site.Params.DisqusShortname) }}
+        <br />
+        {{ partial "disqus-comment.html" . }}
+    {{ end }}
+    {{ partial "page-meta-lastmod.html" . }}
+</div>
+{{ end }}
\ No newline at end of file
diff --git a/.hugo/layouts/partials/hooks/body-end.html b/.hugo/layouts/partials/hooks/body-end.html
new file mode 100644
index 000000000000..ac9cf0b5b096
--- /dev/null
+++ b/.hugo/layouts/partials/hooks/body-end.html
@@ -0,0 +1,8 @@
+<script>
+  document.addEventListener("DOMContentLoaded", function() {
+    const logoLink = document.querySelector('.navbar-brand');
+    if (logoLink) {
+      logoLink.href = "{{ .Site.Params.global_logo_url | default "/" }}";
+    }
+  });
+</script>
\ No newline at end of file
diff --git a/.hugo/layouts/partials/hooks/head-end.html b/.hugo/layouts/partials/hooks/head-end.html
index e93923b5899e..7eae6c6a38d9 100644
--- a/.hugo/layouts/partials/hooks/head-end.html
+++ b/.hugo/layouts/partials/hooks/head-end.html
@@ -1 +1,4 @@
-<script src='{{ .Site.BaseURL }}js/w3.js' type="application/x-javascript"></script>
\ No newline at end of file
+<script src='{{ "js/w3.js" | relURL }}'></script>
+{{ if not .Site.Params.disableMigrationBanner }}
+  <script src="{{ "js/migration-banner.js" | relURL }}"></script>
+{{ end }}
diff --git a/.hugo/layouts/partials/navbar-version-selector.html b/.hugo/layouts/partials/navbar-version-selector.html
index 1ddad57e5208..bd44dd372e5e 100644
--- a/.hugo/layouts/partials/navbar-version-selector.html
+++ b/.hugo/layouts/partials/navbar-version-selector.html
@@ -2,11 +2,66 @@
 <a class="nav-link dropdown-toggle" href="#" id="navbarDropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
    {{ .Site.Params.version_menu }}
 </a>
-<div class="dropdown-menu" aria-labelledby="navbarDropdown">
-   <div w3-include-html="/genai-toolbox/releases.releases" w3-include-html-default='<a class="dropdown-item" href="/genai-toolbox/dev/">Dev</a>'></div>
+<div class="dropdown-menu" id="version-dropdown-menu" aria-labelledby="navbarDropdown">
+   <div w3-include-html="{{ .Site.Params.releases_url }}" w3-include-html-default='<a class="dropdown-item" href="{{ .Site.Params.global_logo_url }}dev/">Dev</a>'></div>
+
    <script>
-     // This must run after the w3.js script has loaded.
-     w3.includeHTML();
+      w3.includeHTML(function() {
+      const basePath = "{{ site.BaseURL | relURL }}";
+
+      function stripBase(path) {
+          if (path.startsWith(basePath)) return path.substring(basePath.length);
+          if (basePath === "/" && path.startsWith("/")) return path.substring(1);
+          return path.replace(/^\//, '');
+      }
+
+      document.getElementById('version-dropdown-menu').addEventListener('click', function(e) {
+        const link = e.target.closest('a.dropdown-item');
+        if (!link) return;
+        e.preventDefault();
+
+        let targetPath = link.pathname;
+        if (!targetPath.endsWith('/')) targetPath += '/';
+
+        let cleanCurrentPath = stripBase(window.location.pathname);
+        const allLinks = document.querySelectorAll('#version-dropdown-menu a.dropdown-item');
+        let currentVersionPrefix = "";
+
+        allLinks.forEach(a => {
+            let cleanVPath = stripBase(a.pathname);
+            if (!cleanVPath.endsWith('/')) cleanVPath += '/';
+            if (cleanVPath !== "" && cleanVPath !== "/" && cleanCurrentPath.startsWith(cleanVPath)) {
+                if (cleanVPath.length > currentVersionPrefix.length) {
+                    currentVersionPrefix = cleanVPath;
+                }
+            }
+        });
+
+        let deepPath = cleanCurrentPath;
+        if (currentVersionPrefix !== "") {
+            deepPath = cleanCurrentPath.substring(currentVersionPrefix.length);
+        }
+        deepPath = deepPath.replace(/^\//, '');
+
+        const fullTargetPath = targetPath + deepPath;
+
+        // Perform a HEAD request to check if the deep route exists
+        fetch(fullTargetPath, { method: 'HEAD' })
+          .then(response => {
+            if (response.ok) {
+              // Page exists! Redirect to deep path
+              window.location.href = fullTargetPath;
+            } else {
+              // 404 or other error: Fallback to the version root
+              window.location.href = targetPath;
+            }
+          })
+          .catch(() => {
+            // If the fetch fails entirely, fallback to root
+            window.location.href = targetPath;
+          });
+      });
+    });
    </script>
 </div>
 {{ end -}}
\ No newline at end of file
diff --git a/.hugo/layouts/partials/pager.html b/.hugo/layouts/partials/pager.html
new file mode 100644
index 000000000000..3ddc6f31cf55
--- /dev/null
+++ b/.hugo/layouts/partials/pager.html
@@ -0,0 +1,103 @@
+{{ $curr := . }}
+{{ $next := "" }}
+{{ $prev := "" }}
+
+{{/* 1. Calculate PREVIOUS */}}
+{{ if .Parent }}
+  {{ $siblings := .Parent.Pages.ByWeight }}
+  {{ $currIndex := -1 }}
+
+  {{ range $index, $page := $siblings }}
+    {{ if eq $page.RelPermalink $curr.RelPermalink }}
+      {{ $currIndex = $index }}
+    {{ end }}
+  {{ end }}
+
+  {{ if gt $currIndex 0 }}
+    {{/* Preceding sibling (if it's a folder, this naturally points to its _index.md!) */}}
+    {{ $prev = index $siblings (sub $currIndex 1) }}
+  {{ else }}
+    {{/* First child, so Previous points up to the Parent folder */}}
+    {{ if ne .Parent.Type "home" }}
+      {{ $prev = .Parent }}
+    {{ end }}
+  {{ end }}
+{{ end }}
+
+
+{{/* 2. Calculate NEXT */}}
+{{ if and .IsNode (gt (len .Pages) 0) }}
+  {{/* If it's a folder with children, Next dives into the first child */}}
+  {{ $next = index .Pages.ByWeight 0 }}
+{{ else }}
+  {{/* Leaf page, or empty folder */}}
+  {{ if .Parent }}
+    {{ $siblings := .Parent.Pages.ByWeight }}
+    {{ $currIndex := -1 }}
+
+    {{ range $index, $page := $siblings }}
+      {{ if eq $page.RelPermalink $curr.RelPermalink }}
+        {{ $currIndex = $index }}
+      {{ end }}
+    {{ end }}
+
+    {{ if lt $currIndex (sub (len $siblings) 1) }}
+      {{/* Next sibling in the same folder */}}
+      {{ $next = index $siblings (add $currIndex 1) }}
+    {{ else }}
+      {{/* Last item in folder, step out and find the Parent's next sibling */}}
+      {{ $p := .Parent }}
+      {{ $foundNext := false }}
+
+      {{/* Check up to 3 directory levels up to find the next section */}}
+      {{ range seq 3 }}
+        {{ if and (not $foundNext) $p }}
+          {{ if $p.Parent }}
+            {{ $pSiblings := $p.Parent.Pages.ByWeight }}
+            {{ $pIndex := -1 }}
+            {{ range $index, $page := $pSiblings }}
+              {{ if eq $page.RelPermalink $p.RelPermalink }}
+                {{ $pIndex = $index }}
+              {{ end }}
+            {{ end }}
+
+            {{ if and (ge $pIndex 0) (lt $pIndex (sub (len $pSiblings) 1)) }}
+              {{ $next = index $pSiblings (add $pIndex 1) }}
+              {{ $foundNext = true }}
+            {{ else }}
+              {{ $p = $p.Parent }}
+            {{ end }}
+          {{ else }}
+            {{ $p = false }}
+          {{ end }}
+        {{ end }}
+      {{ end }}
+
+    {{ end }}
+  {{ end }}
+{{ end }}
+
+<!-- 3. Render the Buttons -->
+{{ if or $prev $next }}
+<nav class="mt-5 pt-4 border-top d-flex justify-content-between" aria-label="Page navigation">
+
+  <div>
+    {{ with $prev }}
+    <a href="{{ .RelPermalink }}" class="text-decoration-none">
+      <small class="text-muted d-block mb-1">&laquo; Previous</small>
+      <span class="text-body">{{ .Title }}</span>
+    </a>
+    {{ end }}
+  </div>
+
+  <div class="text-end">
+    {{ with $next }}
+    <a href="{{ .RelPermalink }}" class="text-decoration-none">
+      <small class="text-muted d-block mb-1">Next &raquo;</small>
+      <span class="text-body">{{ .Title }}</span>
+    </a>
+    {{ end }}
+  </div>
+
+</nav>
+{{ end }}
\ No newline at end of file
diff --git a/.hugo/static/js/migration-banner.js b/.hugo/static/js/migration-banner.js
new file mode 100644
index 000000000000..6ce3ed91f57e
--- /dev/null
+++ b/.hugo/static/js/migration-banner.js
@@ -0,0 +1,98 @@
+document.addEventListener('DOMContentLoaded', function() {
+
+  // Setup CSS for the wrapper and the banner
+  var styleTag = document.createElement('style');
+  styleTag.innerHTML = `
+    .td-navbar .dropdown-menu {
+      z-index: 9999 !important;
+    }
+
+    .theme-banner-wrapper {
+      position: sticky;
+      z-index: 20;
+      padding-top: 15px;    /* This is your gap! */
+      padding-bottom: 5px;  /* Breathing room below the banner */
+      /* Uses Bootstrap's native body background variable, with white as fallback */
+      background-color: var(--bs-body-bg, #ffffff);
+    }
+
+    .theme-migration-banner {
+      background-color: #ebf3fc;
+      border: 1px solid #80a7e9;
+      color: #1c3a6b;
+      border-radius: 4px;
+      padding: 15px;
+      text-align: center;
+      width: 100%;
+      box-shadow: 0 4px 6px rgba(0,0,0,0.05);
+    }
+
+    .theme-migration-banner a {
+      color: #4484f4;
+      text-decoration: underline;
+      font-weight: bold;
+    }
+
+    /* DARK MODE STYLING */
+    html[data-bs-theme="dark"] .theme-banner-wrapper,
+    body.dark .theme-banner-wrapper,
+    html.dark-mode .theme-banner-wrapper {
+      /* Uses Docsy's dark mode background fallback if var fails */
+      background-color: var(--bs-body-bg, #20252b);
+    }
+
+    html[data-bs-theme="dark"] .theme-migration-banner,
+    body.dark .theme-migration-banner,
+    html.dark-mode .theme-migration-banner {
+      background-color: #1a273b;
+      color: #e6efff;
+      box-shadow: 0 4px 6px rgba(0,0,0,0.3);
+    }
+
+    html[data-bs-theme="dark"] .theme-migration-banner a,
+    body.dark .theme-migration-banner a,
+    html.dark-mode .theme-migration-banner a {
+      color: #80a7e9;
+    }
+
+    /* Fallback for OS-level dark mode */
+    @media (prefers-color-scheme: dark) {
+      html:not([data-bs-theme="light"]):not(.light) .theme-banner-wrapper {
+        background-color: var(--bs-body-bg, #20252b);
+      }
+      html:not([data-bs-theme="light"]):not(.light) .theme-migration-banner {
+        background-color: #1a273b;
+        color: #e6efff;
+        box-shadow: 0 4px 6px rgba(0,0,0,0.3);
+      }
+      html:not([data-bs-theme="light"]):not(.light) .theme-migration-banner a {
+        color: #80a7e9;
+      }
+    }
+  `;
+  document.head.appendChild(styleTag);
+
+  // Create the Wrapper
+  var wrapper = document.createElement('div');
+  wrapper.id = 'migration-banner-wrapper';
+  wrapper.className = 'theme-banner-wrapper';
+
+  // Create the Banner
+  var banner = document.createElement('div');
+  banner.className = 'theme-migration-banner';
+  banner.innerHTML = '⚠️ <strong>Archived Docs:</strong> Visit <a href="https://mcp-toolbox.dev/">mcp-toolbox.dev</a> for the latest version.';
+  wrapper.appendChild(banner);
+
+  // Inject the wrapper into the center information column
+  var contentArea = document.querySelector('.td-content') || document.querySelector('main');
+  if (contentArea) {
+    contentArea.prepend(wrapper);
+  } else {
+    console.warn("Could not find the main content column to inject the banner.");
+  }
+
+  // Calculate navbar height synchronously to correctly offset the sticky wrapper
+  var navbar = document.querySelector('.td-navbar');
+  var navbarHeight = navbar ? navbar.offsetHeight : 64;
+  wrapper.style.top = navbarHeight + 'px';
+});