add diagram

Author: ArthurFlag

content/manuals/ai/mcp-catalog-and-toolkit/_index.md

@@ -36,14 +36,14 @@ As agents move into production, MCP solves common integration challenges — int
 
 ## What is Docker MCP Catalog and Toolkit?
 
-Docker MCP Catalog and Toolkit is a comprehensive solution for securely building, sharing, and running MCP tools. It simplifies the developer experience across four key areas:
+Docker MCP Catalog and Toolkit is a comprehensive solution for securely building, sharing, and running MCP tools. It simplifies the developer experience across these key areas:
 
 - Discovery: A central catalog with verified, versioned tools
 - Credential Management: OAuth-based and secure by default
 - Execution: Tools run in isolated, containerized environments
 - Portability: Use MCP tools across Claude, Cursor, VS Code, and more — no code changes needed
 
-With Docker Hub and the Docker Desktop extension, you can:
+With Docker Hub and the MCP Toolkit, you can:
 
 - Launch MCP servers in seconds
 - Add tools via CLI or GUI

content/manuals/ai/mcp-catalog-and-toolkit/toolkit.md

@@ -16,6 +16,8 @@ The Docker MCP Toolkit enables seamless setup, management, and execution of cont
 >[!NOTE]
 >If you have the MCP Toolkit _extension_ installed, you can uninstall it.
 
+![Visualisation of the MCP toolkit](/assets/images/mcp_servers.png)
+
 ## Install an MCP server
 
 To install an MCP server:

hugo_stats.json

@@ -135,8 +135,8 @@
       "bake-action",
       "bg-amber-light",
       "bg-background-light",
+      "bg-black/100",
       "bg-black/50",
-      "bg-black/70",
       "bg-blue-light",
       "bg-blue-light-400",
       "bg-blue-light-500",