Demonstrates the use of Spring AI MCP annotations for creating an MCP server. - Add @McpComplete, @McpArg, @McpResource, @McpPrompt handlers The project showcases how to use Spring AI's annotation-based approach to easily expose tools, resources, prompts, and completions through an MCP server. Signed-off-by: Christian Tzolov <christian.tzolov@broadcom.com>
234 lines
7.5 KiB
Markdown
234 lines
7.5 KiB
Markdown
# Spring AI MCP Weather Server Sample with WebMVC Starter
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This sample project demonstrates how to create an MCP server using the Spring AI MCP Server Boot Starter with WebMVC transport. It implements a weather service that exposes tools for retrieving weather information using the National Weather Service API.
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For more information, see the [MCP Server Boot Starter](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html) reference documentation.
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## Overview
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The sample showcases:
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- Integration with `spring-ai-mcp-server-webmvc-spring-boot-starter`
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- Support for both SSE (Server-Sent Events) and STDIO transports
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- Automatic tool registration using Spring AI's `@Tool` annotation
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- Two weather-related tools:
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- Get weather forecast by location (latitude/longitude)
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- Get weather alerts by US state
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## Dependencies
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The project requires the Spring AI MCP Server WebMVC Boot Starter:
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```xml
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<dependency>
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<groupId>org.springframework.ai</groupId>
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<artifactId>spring-ai-mcp-server-webmvc-spring-boot-starter</artifactId>
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</dependency>
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```
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This starter provides:
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- HTTP-based transport using Spring MVC (`WebMvcSseServerTransport`)
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- Auto-configured SSE endpoints
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- Optional STDIO transport
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- Included `spring-boot-starter-web` and `mcp-spring-webmvc` dependencies
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## Building the Project
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Build the project using Maven:
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```bash
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./mvnw clean install -DskipTests
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```
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## Running the Server
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The server supports two transport modes:
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### WebMVC SSE Mode (Default)
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```bash
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java -jar target/mcp-weather-starter-webmvc-server-0.0.1-SNAPSHOT.jar
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```
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### STDIO Mode
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To enable STDIO transport, set the appropriate properties:
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```bash
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java -Dspring.ai.mcp.server.stdio=true -Dspring.main.web-application-type=none -jar target/mcp-weather-starter-webmvc-server-0.0.1-SNAPSHOT.jar
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```
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## Configuration
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Configure the server through `application.properties`:
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```properties
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# Server identification
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spring.ai.mcp.server.name=my-weather-server
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spring.ai.mcp.server.version=0.0.1
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# Server type (SYNC/ASYNC)
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spring.ai.mcp.server.type=SYNC
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# Transport configuration
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spring.ai.mcp.server.stdio=false
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spring.ai.mcp.server.sse-message-endpoint=/mcp/message
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# Change notifications
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spring.ai.mcp.server.resource-change-notification=true
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spring.ai.mcp.server.tool-change-notification=true
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spring.ai.mcp.server.prompt-change-notification=true
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# Logging (required for STDIO transport)
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spring.main.banner-mode=off
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logging.file.name=./target/starter-webmvc-server.log
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```
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## Available Tools
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### Weather Forecast Tool
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- Name: `getWeatherForecastByLocation`
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- Description: Get weather forecast for a specific latitude/longitude
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- Parameters:
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- `latitude`: double - Latitude coordinate
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- `longitude`: double - Longitude coordinate
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### Weather Alerts Tool
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- Name: `getAlerts`
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- Description: Get weather alerts for a US state
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- Parameters:
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- `state`: String - Two-letter US state code (e.g., CA, NY)
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## Server Implementation
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The server uses Spring Boot and Spring AI's tool annotations for automatic tool registration:
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```java
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@SpringBootApplication
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public class McpServerApplication {
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public static void main(String[] args) {
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SpringApplication.run(McpServerApplication.class, args);
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}
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@Bean
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public ToolCallbackProvider weatherTools(WeatherService weatherService){
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return MethodToolCallbackProvider.builder().toolObjects(weatherService).build();
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}
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}
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```
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The `WeatherService` implements the weather tools using the `@Tool` annotation:
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```java
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@Service
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public class WeatherService {
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@Tool(description = "Get weather forecast for a specific latitude/longitude")
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public String getWeatherForecastByLocation(double latitude, double longitude) {
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// Implementation using weather.gov API
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}
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@Tool(description = "Get weather alerts for a US state. Input is Two-letter US state code (e.g., CA, NY)")
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public String getAlerts(String state) {
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// Implementation using weather.gov API
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}
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}
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```
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## MCP Clients
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You can connect to the weather server using either STDIO or SSE transport:
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### Manual Clients
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#### WebMVC SSE Client
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For servers using SSE transport:
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```java
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var transport = new HttpClientSseClientTransport("http://localhost:8080");
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var client = McpClient.sync(transport).build();
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```
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#### STDIO Client
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For servers using STDIO transport:
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```java
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var stdioParams = ServerParameters.builder("java")
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.args("-Dspring.ai.mcp.server.stdio=true",
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"-Dspring.main.web-application-type=none",
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"-Dspring.main.banner-mode=off",
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"-Dlogging.pattern.console=",
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"-jar",
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"target/mcp-weather-starter-webmvc-server-0.0.1-SNAPSHOT.jar")
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.build();
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var transport = new StdioClientTransport(stdioParams);
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var client = McpClient.sync(transport).build();
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```
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The sample project includes example client implementations:
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- [SampleClient.java](src/test/java/org/springframework/ai/mcp/sample/client/SampleClient.java): Manual MCP client implementation
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- [ClientStdio.java](src/test/java/org/springframework/ai/mcp/sample/client/ClientStdio.java): STDIO transport connection
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- [ClientSse.java](src/test/java/org/springframework/ai/mcp/sample/client/ClientSse.java): SSE transport connection
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For a better development experience, consider using the [MCP Client Boot Starters](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html). These starters enable auto-configuration of multiple STDIO and/or SSE connections to MCP servers. See the [starter-default-client](../../client-starter/starter-default-client) project for examples.
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### Boot Starter Clients
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Let's use the [starter-default-client](../../client-starter/starter-default-client) client to connect to our weather `starter-webmvc-server`.
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Follow the `starter-default-client` readme instruction to build a `mcp-starter-default-client-0.0.1-SNAPSHOT.jar` client application.
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#### STDIO Transport
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1. Create a `mcp-servers-config.json` configuration file with this content:
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```json
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{
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"mcpServers": {
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"weather-starter-webmvc-server": {
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"command": "java",
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"args": [
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"-Dspring.ai.mcp.server.stdio=true",
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"-Dspring.main.web-application-type=none",
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"-Dlogging.pattern.console=",
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"-jar",
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"/absolute/path/to/mcp-weather-starter-webmvc-server-0.0.1-SNAPSHOT.jar"
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]
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}
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}
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}
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```
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2. Run the client using the configuration file:
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```bash
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java -Dspring.ai.mcp.client.stdio.servers-configuration=file:mcp-servers-config.json \
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-Dai.user.input='What is the weather in NY?' \
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-Dlogging.pattern.console= \
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-jar mcp-starter-default-client-0.0.1-SNAPSHOT.jar
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```
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#### SSE (WebMVC) Transport
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1. Start the `mcp-weather-starter-webmvc-server`:
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```bash
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java -jar mcp-weather-starter-webmvc-server-0.0.1-SNAPSHOT.jar
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```
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starts the MCP server on port 8080.
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2. In another console start the client configured with SSE transport:
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```bash
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java -Dspring.ai.mcp.client.sse.connections.weather-server.url=http://localhost:8080 \
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-Dlogging.pattern.console= \
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-Dai.user.input='What is the weather in NY?' \
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-jar mcp-starter-default-client-0.0.1-SNAPSHOT.jar
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```
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## Additional Resources
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* [Spring AI Documentation](https://docs.spring.io/spring-ai/reference/)
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* [MCP Server Boot Starter](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html)
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* [MCP Client Boot Starter](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-client-docs.html)
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* [Model Context Protocol Specification](https://modelcontextprotocol.github.io/specification/)
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* [Spring Boot Auto-configuration](https://docs.spring.io/spring-boot/docs/current/reference/html/features.html#features.developing-auto-configuration)
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