Update README.md (#1044)

Author: ammbra

mcp/README.md

@@ -1,5 +1,5 @@
 # Java MCP SDK
 
 Java SDK implementation of the Model Context Protocol, enabling seamless integration with language models and AI tools.
-For comprehensive guides and API documentation, visit the [MCP Java SDK Reference Documentation](https://modelcontextprotocol.io/sdk/java/mcp-overview).
+For comprehensive guides and API documentation, visit the [MCP Java SDK Reference Documentation](https://java.sdk.modelcontextprotocol.io/latest/overview/).