feat: added new MCP server docs page (#5091)

* feat: added MCP server page

Added MCP server docs page, changed existing MCP page to index page for new MCP server section

* Optimize images

Automatically optimized images using optipng and jpegoptim via GitHub Actions

* feat: removed typo in link

removed typo in link

* feat: added vale bypass

added vale bypass as it was not happy with the client names

* feat: added note to MCP index page

Added CTA to MCP index page

* feat: changed underscores to dashes

changed underscores to dashes in page name

* feat: removed stray s

removed stray s

* Apply suggestion from @Kemi-Elizabeth

* feat: adjusted image link

adjusted image link

* feat: corrected url typo

corrected typo in url

* feat: fixed url

fixed url

* feat: removed link

removed link to api endpoint

* feat: adjusted url

adjusted url

* feat: made changes

made changes suggested by team

* feat: updated comments

removed reference to comment shortcode as looks like it does not exist

* feat: put vale filters on

turned vale checks off for this

* feat: corrected colors

corrected colors on mermaid diagram

* feat: removed mermaid diagram

removed mermaid diagram as text was not user friendly in its color

* feat: added mermaid chart back in

added mermaid chart back in

* feat: replaced mermaid diagram with png

replaced diagram with png

* Optimize images

Automatically optimized images using optipng and jpegoptim via GitHub Actions

* feat: deleted svg

deleted svg image as replaced with png

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Update sites/upsun/src/get-started/AI/using-the-mcp.md

Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

* Apply suggestion from @Kemi-Elizabeth

* Apply suggestion from @Kemi-Elizabeth

---------

Co-authored-by: GitHub Action <action@github.com>
Co-authored-by: C T <215163593+catplat@users.noreply.github.com>

Author: 3 people

sites/upsun/src/add-services/valkey.md

@@ -18,12 +18,14 @@ You can select the major and minor version.
 Patch versions are applied periodically for bug fixes and the like. When you deploy your app, you always get the latest available patches.
 
 {{< image-versions image="valkey" status="supported" environment="grid" >}}
-{{% comment %}} uncomment this when Upsun deprecates Valkey v8.0 {{% /comment %}}
-{{% comment %}}
-{{% deprecated-versions %}}
+
+<!-- uncomment this when Upsun deprecates Valkey v8.0 
+
+{{% deprecated-versions %}} 
 
 {{< image-versions image="valkey" status="deprecated" environment="grid" >}}
-{{% /comment %}}
+
+-->
 
 ## Service types
 

sites/upsun/src/get-started/AI/_index.md

@@ -4,7 +4,7 @@ weight: -50
 layout: single
 
 ---
-
+<!-- vale off -->
 {{% vendor/name %}} provides powerful capabilities for hosting AI applications,
 agents, and services. You can deploy AI workloads using any supported runtime
 and integrate with various LLM APIs and services.
@@ -21,8 +21,9 @@ using the following materials.
 - [**AI Agents**](aiagent.md) - Host conversational AI agents
 and chatbots using any
 supported runtime
-- [**MCP Servers**](mcp.md) - Deploy Model Context Protocol servers for
+- [**MCP Servers**](deploy-mcp.md) - Deploy Model Context Protocol servers for
 AI tool integration
+- [**{{% vendor/name %}} MCP Server**](using-the-mcp.md) - Use the {{% vendor/name %}} Model Context Protocel Server
 - **Vector Databases** - [Chroma](add-services/chroma.md), [Qdrant](add-services/qdrant.md)
 
 ## Supported technologies
@@ -59,3 +60,4 @@ For detailed examples and tutorials, see the
 [AI and Machine Learning tutorials on DevCenter](https://devcenter.upsun.com/posts/ai?utm_source=docs&utm_medium=ai-section&utm_campaign=tutorials).
 
 Find out more about the many [languages {{% vendor/name %}} supports](/languages/_index.md).
+<!-- vale on -->

sites/upsun/src/get-started/AI/aiagent.md

@@ -1,6 +1,6 @@
 ---
 title: Host AI Agents
-weight: -40
+weight: -60
 ---
 
 You can host AI agents on Upsun using any runtime that supports your preferred

sites/upsun/src/get-started/AI/mcp.md renamed to sites/upsun/src/get-started/AI/deploy-mcp.md

@@ -1,8 +1,16 @@
 ---
 title: Hosting Model Context Protocal (MCP) Servers
-weight: -40
+weight: -50
 ---
 
+{{< note theme="info" title="Connect to the {{% vendor/name %}} MCP Server">}}
+
+The {{% vendor/name %}} Model Context Protocol (MCP) Server allows users to perform infrastructure operations, monitor environments, and manage resources using natural language commands. 
+
+**You can set up the {{% vendor/name %}} MCP Server with this [step-by-step guide]( /get-started/ai/using-the-mcp.md).**
+
+{{< /note >}}
+
 **Model Context Protocol (MCP)** is a standard interface that allows large
 language models (LLMs) to communicate with external tools and data sources.
 With MCP, developers and tool providers integrate once and ensure
@@ -14,7 +22,7 @@ specifications, examples, and implementation details, we recomend you visit the
 
 ## Get started with MCP on Upsun
 
-- **[Build and deploy AI-native applications with MCP servers on Upsun](https://devcenter.upsun.com/posts/tutorials/?utm_source=chatgpt.com)**  
+- **[Build and deploy AI-native applications with MCP servers on Upsun](https://devcenter.upsun.com/posts/deploy-mcp-servers-on-upsun/)**  
   Learn how to build and deploy AI-native applications by leveraging MCP servers
   hosted on Upsun.