diff --git a/README.md b/README.md
index d6fd25f..7bd7593 100644
--- a/README.md
+++ b/README.md
@@ -6,70 +6,7 @@ It enables Java applications to interact with AI models and tools through a stan
 
 ## 📚 Reference Documentation
 
-For comprehensive guides and API documentation, visit the [MCP Java SDK Reference Documentation](docs/docs/overview.mdx).
-
-<img src="docs/images/java-mcp-client-architecture.jpg" width="600">
-
-<img src="docs/images/java-mcp-server-architecture.jpg" width="600">
-
-## Mudules
-
-### MCP 
-
-Java implementation of the Model Context Protocol specification. It includes:
-- Synchronous and asynchronous [MCP Client](docs/docs/mcp-client.mdx) and [MCP Server](docs/docs/mcp-server.mdx) implementations
-- Standard MCP operations support (tool discovery, resource management, prompt handling, structured logging). Support for request and notification handling.
-- [Stdio](https://spec.modelcontextprotocol.io/specification/2024-11-05/basic/transports/#stdio) and [SSE](https://spec.modelcontextprotocol.io/specification/2024-11-05/basic/transports/#http-with-sse) transport implementations:
-  - Stdio-based (`StdioClientTransport`, `StdioServerTransport`) for process-based communication
-  - Java HttpClient-based SSE client (`HttpClientSseClientTransport`) for HTTP streaming
-  - Servlet-based SSE server (`HttpServletSseServerTransport`) for HTTP SSE Server streaming using traditional Servlet API
-
-
-### MCP Spring
-
-Optional SSE Transports implementations usin gthe Spring Webflux or WebMvc libraries.
-
-- [WebFlux SSE Transport](https://github.com/modelcontextprotocol/java-sdk/tree/main/mcp-spring/mcp-spring-webflux) - Reactive HTTP streaming with Spring WebFlux (Client & Server)
-- [WebMvc SSE Transport](https://github.com/modelcontextprotocol/java-sdk/tree/main/mcp-spring/mcp-spring-webmvc) - Spring MVC based HTTP SSE transport (Server only). 
-You can use the core `HttpClientSseClientTransport` transport as a SSE client.
-
-
-## Installation
-
-Add the following dependencies to your Maven project:
-
-```xml
-<!-- Core MCP -->
-<dependency>
-    <groupId>io.modelcontextprotocol.sdk</groupId>
-    <artifactId>mcp</artifactId>
-</dependency>
-
-<!-- Optional: WebFlux SSE transport -->
-<dependency>
-    <groupId>io.modelcontextprotocol.sdk</groupId>
-    <artifactId>mcp-spring-webflux</artifactId>
-</dependency>
-
-<!-- Optional: WebMVC SSE transport -->
-<dependency>
-    <groupId>io.modelcontextprotocol.sdk</groupId>
-    <artifactId>mcp-spring-webmvc</artifactId>
-</dependency>
-```
-
-## Examples
-
-Explore these MCP examples in the [spring-ai-examples/model-context-protocol](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol) repository:
-
-- [SQLite Simple](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/sqlite/simple) - Demonstrates LLM integration with a database
-- [SQLite Chatbot](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/sqlite/chatbot) - Interactive chatbot with SQLite database interaction
-- [Filesystem](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/filesystem) - Enables LLM interaction with local filesystem folders and files
-- [Brave](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/brave) - Enables natural language interactions with Brave Search, allowing you to perform internet searches.
-- [Theme Park API Example](https://github.com/habuma/spring-ai-examples/tree/main/spring-ai-mcp) - Shows how to create an MCP server and client with Spring AI, exposing Theme Park API tools
-- [Http SSE Client + WebMvc SSE Server](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/mcp-webmvc-server) - Showcases how to create and use MCP WebMvc servers and HttpClient clients with different capabilities.
-- [WebFlux SSE Client + WebFlux SSE Server](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/mcp-webflux-server) - Showcases how to create and use MCP WebFlux servers and clients with different capabilities
-- [HttpClient SSE Client + Servlet SSE Server](https://github.com/spring-projects/spring-ai-examples/tree/main/model-context-protocol/mcp-servlet-server) - Showcases how to create and use MCP Servlet SSE Server and HttpClient SSE Client with different capabilities
+For comprehensive guides and API documentation, visit the [MCP Java SDK Reference Documentation](https://modelcontextprotocol.io/sdk/java/mcp-overview).
 
 
 ## Development
@@ -86,7 +23,6 @@ mvn clean install
 mvn test
 ```
 
-
 ## Contributing
 
 Contributions are welcome! Please:
diff --git a/mcp/README.md b/mcp/README.md
index 0e2257d..7a9ff85 100644
--- a/mcp/README.md
+++ b/mcp/README.md
@@ -1,3 +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).
+