diff --git a/docs/ai-agents/overview.md b/docs/ai-agents/overview.md
index f905b3f552..31aa3e4697 100644
--- a/docs/ai-agents/overview.md
+++ b/docs/ai-agents/overview.md
@@ -89,6 +89,20 @@ The data model of AI agents includes two main blueprints:
 
 2. **AI invocations** - Each interaction made with an AI agent is recorded as an invocation. This acts as a log of everything going through your AI agents so you can monitor and improve them over time. Learn more in our [Interact with AI agents](/ai-agents/interact-with-ai-agents) guide.
 
+## Relevant guides
+
+Explore these guides to see AI agents in action and learn how to implement them in your organization:
+
+- [Generate incident updates with AI](/guides/all/generate-incident-updates-with-ai)
+- [Enrich tasks with AI-powered context](/guides/all/enrich-tasks-with-ai)
+- [Setup PR enricher AI agent](/guides/all/setup-pr-enricher-ai-agent)
+- [Setup service explorer AI agent](/guides/all/setup-service-explorer-ai-agent)
+- [Setup platform request triage AI agent](/guides/all/setup-platform-request-triage-ai-agent)
+- [Setup task manager AI agent](/guides/all/setup-task-manager-ai-agent)
+- [Setup incident manager AI agent](/guides/all/setup-incident-manager-ai-agent)
+- [Add RCA context to AI agents](/guides/all/add-rca-context-to-ai-agents)
+- [Enrich security vulnerability using AI](/guides/all/enrich-security-vulnerability-using-ai)
+
 ## Frequently asked questions
 
 <details>
diff --git a/docs/ai-agents/port-mcp-server.md b/docs/ai-agents/port-mcp-server.md
index 664b2754c5..ba90551537 100644
--- a/docs/ai-agents/port-mcp-server.md
+++ b/docs/ai-agents/port-mcp-server.md
@@ -14,7 +14,7 @@ import TabItem from "@theme/TabItem"
     style={{borderRadius:'4px'}}
     width="568"
     height="320"
-    src="https://www.youtube.com/embed/hxUTTPSApQs" 
+    src="https://www.youtube.com/embed/WrVgQ-whBiE" 
     title="YouTube video player" 
     frameborder="0" 
     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" 
@@ -49,6 +49,21 @@ The Port MCP Server directly enables these kinds of valuable, in-context interac
 
 ## Key capabilities and use-cases
 
+<center>
+<div className="video-container">
+  <iframe 
+    style={{borderRadius:'4px'}}
+    width="568"
+    height="320"
+    src="https://www.youtube.com/embed/hxUTTPSApQs" 
+    title="YouTube video player" 
+    frameborder="0" 
+    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" 
+    allowfullscreen>
+  </iframe>
+</div>
+</center>
+
 The Port MCP Server enables you to interact with your Port data and capabilities directly through natural language within your chosen LLM-powered tools. Here's what you can achieve:
 
 ### Find information quickly
@@ -97,6 +112,11 @@ Receive assistance with common development and operational tasks, directly withi
 
 ![Getting instructions for new service setup](/img/ai-agents/MCPClaudeServiceSetup.png)
 
+### Find your own use cases
+
+You can use Port's MCP to find the use cases that will be valuable to you. Try using this prompt: "think of creative prompts I can use to showcase the power of Port's MCP, based on the data available in Port"
+
+
 ## Using Port MCP
 
 ### Setup
diff --git a/docs/solutions/incident-management/communicate-internally-and-externally.md b/docs/solutions/incident-management/communicate-internally-and-externally.md
index 7635a60dc6..4db8e124d3 100644
--- a/docs/solutions/incident-management/communicate-internally-and-externally.md
+++ b/docs/solutions/incident-management/communicate-internally-and-externally.md
@@ -25,6 +25,7 @@ In high-pressure moments, clear and timely communication prevents confusion, bui
 - [Create and Update Statuspage Incidents](../../guides/all/visualize-and-manage-statuspage-incidents#set-up-self-service-actions)
 - [Update ServiceNow Incident](../../guides/all/interact-with-servicenow/)
 - [Setup Incident Manager AI Agent](../../guides/all/setup-incident-manager-ai-agent)
+- [Generate incident updates with AI](../../guides/all/generate-incident-updates-with-ai)
 
 :::tip Over-communicate in a Crisis
 When in doubt, share more. Frequent, clear updates—internally and externally—reduce stress and build trust during incidents.