From a27d1d64f66d2fd5ef9fa09050c77ed65d75cb09 Mon Sep 17 00:00:00 2001
From: Jeffrey Aven <javen@stackql.io>
Date: Wed, 10 Dec 2025 19:46:33 +1100
Subject: [PATCH] added mcp menu item

---
 ...-11-02-stackql-mcp-server-now-available.md |  2 +-
 docs/index.md                                 | 11 +++++---
 docusaurus.config.js                          | 25 +++++++++++++++----
 3 files changed, 28 insertions(+), 10 deletions(-)

diff --git a/blog/2025-11-02-stackql-mcp-server-now-available.md b/blog/2025-11-02-stackql-mcp-server-now-available.md
index cf93cacb..b7bab7e7 100644
--- a/blog/2025-11-02-stackql-mcp-server-now-available.md
+++ b/blog/2025-11-02-stackql-mcp-server-now-available.md
@@ -7,7 +7,7 @@ authors:
 image: "/img/blog/stackql-mcp-server-featured-image.png"
 description: Enable AI agents to query and manage cloud infrastructure using the Model Context Protocol.
 keywords: [stackql, mcp, model context protocol, ai agents, claude, chatgpt, infrastructure-as-code, cloud management, anthropic]
-tags: [stackql, mcp, model context protocol, ai agents, claude, infrastructure-as-code]
+tags: [stackql, mcp, model context protocol, ai agents, claude, infrastructure-as-code, ai]
 ---
 
 [__StackQL__](https://github.com/stackql/stackql) now supports the [__Model Context Protocol (MCP)__](https://modelcontextprotocol.io/). This integration enables AI agents and assistants to query and manage cloud infrastructure across multiple providers using natural language.
diff --git a/docs/index.md b/docs/index.md
index 883d93c2..67fc9940 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -24,19 +24,19 @@ import DocsHero from '@site/src/components/DocsHero/DocsHero';
   <>
   Open Source<br/>
   Multi Cloud Analytics,<br/>
-  IaC, Automation and more
+  IaC, Automation and Agent Tooling
   </>
   }
   byline={
     <>
-    Provision. Query. Secure.
+    The Declarative Substrate for Cloud and AI Agents
     </>
     }
 />
 
 ---
 
-StackQL is a new approach to Cloud Infrastructure coding. With StackQL you can deploy, query and interact with cloud services and resources from major cloud providers using a familiar language...SQL! Querying cloud services in your account is as easy as writing a [`SELECT`](/docs/language-spec/select) statement...
+StackQL provides a single, declarative interface for querying and mutating cloud control planes and data planes. As AI agents move from assistance to autonomous execution, they need a safe, auditable way to read state, change state, enforce constraints, and integrate across systems. StackQL fills this gap by modeling the world as a database — making infrastructure, services, and APIs accessible through familiar SQL semantics.
 
 <Tabs
   defaultValue="iql"
@@ -81,8 +81,11 @@ SELECT 'stackql-demo',
 'test10gbdisk', 10;
 ```
 
-Using StackQL you can develop your way: declarative or procedural. With an easy grammar to learn and no state file to manage, you can get started quickly and use StackQL interchangeably with other infrastructure as code tools, cloud native or otherwise. Uses for StackQL include:
+Using StackQL you can develop your way: declarative or procedural. With an easy grammar to learn and no state file to manage, you can get started quickly and use StackQL interchangeably with other infrastructure as code tools, cloud native or otherwise. StackQL provides a universal interface for AI agents to interact with cloud infrastructure. Uses for StackQL include:
 
+- **AI Agent Integration** - Enable agents to provision and query cloud resources
+- **Control Plane Communication** - Programmatic infrastructure provisioning for agentic workflows
+- **Data Plane Observability** - Real-time monitoring and analytics for AI-driven operations
 - Cloud infrastructure deployment (using SQL)
 - Cloud asset inventory and reporting (using SQL)
 - Cloud compliance and control attestation (using SQL)
diff --git a/docusaurus.config.js b/docusaurus.config.js
index 45c49756..0c000352 100644
--- a/docusaurus.config.js
+++ b/docusaurus.config.js
@@ -98,7 +98,7 @@ const footerMoreItems = [
 const config = {
   title: 'StackQL',
   staticDirectories: ['static'],
-  tagline: 'Provision and Query Cloud and SaaS Resources using SQL',
+  tagline: 'The substrate for AI agents to interact with cloud control planes and data planes using SQL',
   url: 'https://stackql.io',
   baseUrl: '/',
   onBrokenLinks: 'throw',
@@ -251,11 +251,11 @@ const config = {
     ({
       metadata: [
         {name: 'robots', content: 'index,follow'},
-        {name: 'keywords', content: 'stackql, sql, infrastructure as code, cloud services, api, devops'},
+        {name: 'keywords', content: 'stackql, sql, ai agents, agentic ai, infrastructure as code, cloud services, api, devops, control plane, data plane'},
         {name: 'twitter:site', content: '@stackql'},
         {name: 'twitter:creator', content: '@stackql'},
-        {name: 'twitter:title', content: 'StackQL - SQL for Cloud Infrastructure'},
-        {name: 'twitter:description', content: 'StackQL is an open-source infrastructure-as-code tool that enables you to deploy, configure, query and operate cloud and SaaS services using SQL.'},
+        {name: 'twitter:title', content: 'StackQL - SQL for Cloud Infrastructure and AI Agents'},
+        {name: 'twitter:description', content: 'StackQL is an open-source infrastructure-as-code tool and the substrate for AI agents to communicate with cloud control planes and data planes using SQL.'},
         {name: 'og:locale', content: 'en_US'},
         {name: 'og:site_name', content: 'StackQL'},
         {name: 'msapplication-TileColor', content: '#2d89ef'},
@@ -302,7 +302,22 @@ const config = {
           to: '/install',
           label: 'Install',
           position: 'left',
-        },                
+        },
+        {
+          type: 'dropdown',
+          label: 'AI Agents',
+          position: 'left',
+          items: [
+            {
+              to: '/docs/command-line-usage/mcp',
+              label: 'MCP Server',
+            },
+            {
+              to: 'blog/tags/ai',
+              label: 'AI Resources',
+            },
+          ],
+        },
         {
           to: '/stackql-deploy',
           label: 'stackql-deploy',