Revise description and learning objectives in _index.md

Updated the description and learning objectives for clarity and detail. Removed demo repository reference.

Author: pareenaverma

content/learning-paths/servers-and-cloud-computing/docker-mcp-toolkit/_index.md

@@ -5,19 +5,20 @@ draft: true
 cascade:
     draft: true
 
-description: Learn how to use the Docker MCP Toolkit with the Arm MCP Server and GitHub Copilot to automate container and code migration from x86 to Arm64. Includes a hands-on demo migrating a legacy C++ application with AVX2 intrinsics to Arm NEON.
+description: Learn how to use the Docker MCP Toolkit with the Arm MCP Server and GitHub Copilot to automate container and code migration from x86 to Arm64. Through a hands-on example, migrate a legacy C++ application with AVX2 intrinsics to Arm NEON.
 
 minutes_to_complete: 45
 
 who_is_this_for: This is an advanced topic for developers and DevOps engineers who want to automate the migration of containerized applications from x86 to Arm64 using AI-powered tools in the Docker MCP Toolkit.
 
 learning_objectives:
-  - Explain how the Docker MCP Toolkit connects AI coding assistants to Arm migration tools
+  - Describe how the Model Context Protocol (MCP) enables AI coding assistants to invoke structured migration tools through the Arm MCP server
+  - Explain how the Docker MCP Toolkit connects AI coding assistants to Arm MCP server
   - Install and configure the Docker MCP Toolkit with the Arm MCP Server, GitHub MCP Server, and Sequential Thinking MCP Server
   - Connect the MCP Gateway to VS Code with GitHub Copilot
   - Use AI agents to scan codebases for x86-specific dependencies and intrinsics
-  - Automate the conversion of x86 AVX2 intrinsics to Arm NEON using the Arm MCP Server knowledge base
-  - Create pull requests with migrated code using the GitHub MCP Server
+  - Automate the conversion of x86 AVX2 intrinsics to Arm NEON equivalents using the Arm MCP Server knowledge base
+  - Create and manage pull requests with migrated code using the GitHub MCP Server
 
 prerequisites:
     - Docker Desktop 4.59 or later with MCP Toolkit enabled
@@ -63,10 +64,6 @@ further_reading:
         title: Introducing the Arm MCP Server
         link: https://developer.arm.com/community/arm-community-blogs/b/ai-blog/posts/introducing-the-arm-mcp-server-simplifying-cloud-migration-with-ai
         type: blog
-    - resource:
-        title: Demo Repository - docker-blog-arm-migration
-        link: https://github.com/JoeStech/docker-blog-arm-migration
-        type: website
     - resource:
         title: Arm MCP Server Learning Path
         link: /learning-paths/servers-and-cloud-computing/arm-mcp-server/