Add Tutorial Video

README.md

@@ -576,31 +576,20 @@ cipher --mode mcp --mcp-transport-type sse --mcp-port 4000
 
 ---
 
-## Use Case: Claude Code with Cipher MCP
+## Tutorial Video: Claude Code with Cipher MCP
 
-Cipher integrates seamlessly with Claude Code through MCP, providing persistent memory that enhances your coding experience. Here's how it works:
+Watch our comprehensive tutorial on how to integrate Cipher with Claude Code through MCP for enhanced coding assistance with persistent memory:
 
-### Memory Storage
+[![Cipher + Claude Code Tutorial](https://img.youtube.com/vi/AZh9Py6g07Y/maxresdefault.jpg)](https://www.youtube.com/watch?v=AZh9Py6g07Y)
 
-<img src="./assets/cipher_store_memory.png" alt="Cipher storing conversation context" />
+> **Click the image above to watch the tutorial on YouTube.**
 
-Every interaction with Claude Code can be automatically stored in Cipher's dual memory system, capturing both programming concepts and reasoning patterns to improve future assistance.
+This tutorial covers:
 
-### Memory Retrieval
-
-<img src="./assets/cipher_retrieve_memory.png" alt="Cipher retrieving previous conversation context" />
-
-When you ask Claude Code to recall previous conversations, Cipher's memory layer instantly retrieves relevant context, allowing you to continue where you left off without losing important details.
-
----
-
-### 🚀 Demo Video: Claude Code + Cipher MCP Server
-
-<a href="https://drive.google.com/file/d/1az9t9jFOHAhRN21VMnuHPybRYwA0q0aF/view?usp=drive_link" target="_blank">
-  <img src="assets/demo_claude_code.png" alt="Watch the demo" width="60%" />
-</a>
-
-> **Click the image above to watch a short demo of Claude Code using Cipher as an MCP server.**
+- Setting up Cipher as an MCP server
+- Configuring Claude Code to use Cipher
+- Demonstrating memory storage and retrieval
+- Real-world coding scenarios with persistent context
 
 For detailed configuration instructions, see the [CLI Coding Agents guide](./examples/02-cli-coding-agents/README.md).