Update README links

Signed-off-by: Christian Tzolov <christian.tzolov@broadcom.com>

Author: tzolov

README.md

@@ -5,22 +5,25 @@
 [![Java Version](https://img.shields.io/badge/Java-17%2B-orange)](https://www.oracle.com/java/technologies/javase/jdk17-archive-downloads.html)
 
 
-A set of projects that provide Java SDK integration for the [Model Context Protocol](https://modelcontextprotocol.org/docs/concepts/architecture). 
+A set of projects that provide Java SDK integration for the [Model Context Protocol](https://modelcontextprotocol.io/docs/concepts/architecture). 
 This SDK enables Java applications to interact with AI models and tools through a standardized interface, supporting both synchronous and asynchronous communication patterns.
 
 ## 📚 Reference Documentation 
 
 #### MCP Java SDK documentation
 For comprehensive guides and SDK API documentation
 
-- [Features](https://modelcontextprotocol.io/sdk/java/mcp-overview#features) - Overview the features provided by the Java MCP SDK
-- [Architecture](https://modelcontextprotocol.io/sdk/java/mcp-overview#architecture) - Java MCP SDK architecture overview.
-- [Java Dependencies / BOM](https://modelcontextprotocol.io/sdk/java/mcp-overview#dependencies) - Java dependencies and BOM.
-- [Java MCP Client](https://modelcontextprotocol.io/sdk/java/mcp-client) - Learn how to use the MCP client to interact with MCP servers.
-- [Java MCP Server](https://modelcontextprotocol.io/sdk/java/mcp-server) - Learn how to implement and configure a MCP servers.
+- [Features](https://modelcontextprotocol.github.io/java-sdk/#features) - Overview the features provided by the Java MCP SDK
+- [Architecture](https://modelcontextprotocol.github.io/java-sdk/#architecture) - Java MCP SDK architecture overview.
+- [Java Dependencies / BOM](https://modelcontextprotocol.github.io/java-sdk/quickstart/#dependencies) - Java dependencies and BOM.
+- [Java MCP Client](https://modelcontextprotocol.github.io/java-sdk/client/) - Learn how to use the MCP client to interact with MCP servers.
+- [Java MCP Server](https://modelcontextprotocol.github.io/java-sdk/server/) - Learn how to implement and configure a MCP servers.
 
 #### Spring AI MCP documentation
-[Spring AI MCP](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-overview.html) extends the MCP Java SDK with Spring Boot integration, providing both [client](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html) and [server](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html) starters. Bootstrap your AI applications with MCP support using [Spring Initializer](https://start.spring.io).
+[Spring AI MCP](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-overview.html) extends the MCP Java SDK with Spring Boot integration, providing both [client](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html) and [server](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html) starters. 
+The [MCP Annotations](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-annotations-overview.html) - provides annotation-based method handling for MCP servers and clients in Java.
+The [MCP Security](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-security.html) - provides comprehensive OAuth 2.0 and API key-based security support for Model Context Protocol implementations in Spring AI.
+Bootstrap your AI applications with MCP support using [Spring Initializer](https://start.spring.io).
 
 ## Development