- Emphasize that core mcp module includes default STDIO and SSE transport implementations - Clarify that default implementations don't require external web frameworks - Mark Spring-specific transport implementations as optional dependencies Signed-off-by: Christian Tzolov <christian.tzolov@broadcom.com>
327 lines
9.9 KiB
Text
327 lines
9.9 KiB
Text
---
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title: MCP Client
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description: Learn how to use the Model Context Protocol (MCP) client to interact with MCP servers
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---
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# Model Context Protocol Client
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The MCP Client is a key component in the Model Context Protocol (MCP) architecture, responsible for establishing and managing connections with MCP servers. It implements the client-side of the protocol, handling:
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- Protocol version negotiation to ensure compatibility with servers
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- Capability negotiation to determine available features
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- Message transport and JSON-RPC communication
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- Tool discovery and execution
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- Resource access and management
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- Prompt system interactions
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- Optional features like roots management and sampling support
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<Tip>
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The core `io.modelcontextprotocol.sdk:mcp` module provides STDIO and SSE client transport implementations without requiring external web frameworks.
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Spring-specific transport implementations are available as an **optional** dependency `io.modelcontextprotocol.sdk:mcp-spring-webflux` for [Spring Framework](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html) users.
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</Tip>
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The client provides both synchronous and asynchronous APIs for flexibility in different application contexts.
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<Tabs>
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<Tab title="Sync API">
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```java
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// Create a sync client with custom configuration
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McpSyncClient client = McpClient.sync(transport)
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.requestTimeout(Duration.ofSeconds(10))
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.capabilities(ClientCapabilities.builder()
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.roots(true) // Enable roots capability
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.sampling() // Enable sampling capability
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.build())
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.sampling(request -> new CreateMessageResult(response))
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.build();
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// Initialize connection
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client.initialize();
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// List available tools
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ListToolsResult tools = client.listTools();
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// Call a tool
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CallToolResult result = client.callTool(
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new CallToolRequest("calculator",
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Map.of("operation", "add", "a", 2, "b", 3))
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);
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// List and read resources
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ListResourcesResult resources = client.listResources();
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ReadResourceResult resource = client.readResource(
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new ReadResourceRequest("resource://uri")
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);
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// List and use prompts
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ListPromptsResult prompts = client.listPrompts();
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GetPromptResult prompt = client.getPrompt(
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new GetPromptRequest("greeting", Map.of("name", "Spring"))
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);
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// Add/remove roots
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client.addRoot(new Root("file:///path", "description"));
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client.removeRoot("file:///path");
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// Close client
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client.closeGracefully();
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```
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</Tab>
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<Tab title="Async API">
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```java
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// Create an async client with custom configuration
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McpAsyncClient client = McpClient.async(transport)
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.requestTimeout(Duration.ofSeconds(10))
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.capabilities(ClientCapabilities.builder()
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.roots(true) // Enable roots capability
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.sampling() // Enable sampling capability
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.build())
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.sampling(request -> Mono.just(new CreateMessageResult(response)))
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.toolsChangeConsumer(tools -> Mono.fromRunnable(() -> {
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logger.info("Tools updated: {}", tools);
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}))
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.resourcesChangeConsumer(resources -> Mono.fromRunnable(() -> {
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logger.info("Resources updated: {}", resources);
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}))
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.promptsChangeConsumer(prompts -> Mono.fromRunnable(() -> {
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logger.info("Prompts updated: {}", prompts);
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}))
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.build();
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// Initialize connection and use features
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client.initialize()
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.flatMap(initResult -> client.listTools())
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.flatMap(tools -> {
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return client.callTool(new CallToolRequest(
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"calculator",
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Map.of("operation", "add", "a", 2, "b", 3)
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));
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})
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.flatMap(result -> {
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return client.listResources()
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.flatMap(resources ->
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client.readResource(new ReadResourceRequest("resource://uri"))
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);
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})
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.flatMap(resource -> {
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return client.listPrompts()
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.flatMap(prompts ->
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client.getPrompt(new GetPromptRequest(
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"greeting",
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Map.of("name", "Spring")
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))
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);
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})
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.flatMap(prompt -> {
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return client.addRoot(new Root("file:///path", "description"))
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.then(client.removeRoot("file:///path"));
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})
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.doFinally(signalType -> {
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client.closeGracefully().subscribe();
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})
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.subscribe();
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```
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</Tab>
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</Tabs>
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## Client Transport
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The transport layer handles the communication between MCP clients and servers, providing different implementations for various use cases. The client transport manages message serialization, connection establishment, and protocol-specific communication patterns.
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<Tabs>
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<Tab title="STDIO">
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Creates transport for in-process based communication
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```java
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ServerParameters params = ServerParameters.builder("npx")
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.args("-y", "@modelcontextprotocol/server-everything", "dir")
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.build();
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McpTransport transport = new StdioClientTransport(params);
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```
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</Tab>
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<Tab title="SSE (HttpClient)">
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Creates a framework agnostic (pure Java API) SSE client transport. Included in the core mcp module.
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```java
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McpTransport transport = new HttpClientSseClientTransport("http://your-mcp-server");
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```
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</Tab>
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<Tab title="SSE (WebFlux)">
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Creates WebFlux-based SSE client transport. Requires the mcp-webflux-sse-transport dependency.
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```java
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WebClient.Builder webClientBuilder = WebClient.builder()
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.baseUrl("http://your-mcp-server");
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McpTransport transport = new WebFluxSseClientTransport(webClientBuilder);
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```
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</Tab>
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</Tabs>
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## Client Capabilities
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The client can be configured with various capabilities:
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```java
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var capabilities = ClientCapabilities.builder()
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.roots(true) // Enable filesystem roots support with list changes notifications
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.sampling() // Enable LLM sampling support
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.build();
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```
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### Roots Support
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Roots define the boundaries of where servers can operate within the filesystem:
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```java
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// Add a root dynamically
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client.addRoot(new Root("file:///path", "description"));
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// Remove a root
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client.removeRoot("file:///path");
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// Notify server of roots changes
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client.rootsListChangedNotification();
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```
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The roots capability allows servers to:
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- Request the list of accessible filesystem roots
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- Receive notifications when the roots list changes
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- Understand which directories and files they have access to
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### Sampling Support
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Sampling enables servers to request LLM interactions ("completions" or "generations") through the client:
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```java
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// Configure sampling handler
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Function<CreateMessageRequest, CreateMessageResult> samplingHandler = request -> {
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// Sampling implementation that interfaces with LLM
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return new CreateMessageResult(response);
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};
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// Create client with sampling support
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var client = McpClient.sync(transport)
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.capabilities(ClientCapabilities.builder()
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.sampling()
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.build())
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.sampling(samplingHandler)
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.build();
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```
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This capability allows:
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- Servers to leverage AI capabilities without requiring API keys
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- Clients to maintain control over model access and permissions
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- Support for both text and image-based interactions
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- Optional inclusion of MCP server context in prompts
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## Using MCP Clients
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### Tool Execution
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Tools are server-side functions that clients can discover and execute. The MCP client provides methods to list available tools and execute them with specific parameters. Each tool has a unique name and accepts a map of parameters.
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<Tabs>
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<Tab title="Sync API">
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```java
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// List available tools and their names
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var tools = client.listTools();
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tools.forEach(tool -> System.out.println(tool.getName()));
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// Execute a tool with parameters
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var result = client.callTool("calculator", Map.of(
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"operation", "add",
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"a", 1,
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"b", 2
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));
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```
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</Tab>
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<Tab title="Async API">
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```java
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// List available tools asynchronously
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client.listTools()
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.doOnNext(tools -> tools.forEach(tool ->
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System.out.println(tool.getName())))
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.subscribe();
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// Execute a tool asynchronously
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client.callTool("calculator", Map.of(
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"operation", "add",
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"a", 1,
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"b", 2
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))
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.subscribe();
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```
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</Tab>
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</Tabs>
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### Resource Access
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Resources represent server-side data sources that clients can access using URI templates. The MCP client provides methods to discover available resources and retrieve their contents through a standardized interface.
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<Tabs>
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<Tab title="Sync API">
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```java
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// List available resources and their names
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var resources = client.listResources();
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resources.forEach(resource -> System.out.println(resource.getName()));
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// Retrieve resource content using a URI template
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var content = client.getResource("file", Map.of(
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"path", "/path/to/file.txt"
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));
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```
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</Tab>
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<Tab title="Async API">
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```java
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// List available resources asynchronously
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client.listResources()
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.doOnNext(resources -> resources.forEach(resource ->
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System.out.println(resource.getName())))
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.subscribe();
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// Retrieve resource content asynchronously
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client.getResource("file", Map.of(
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"path", "/path/to/file.txt"
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))
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.subscribe();
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```
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</Tab>
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</Tabs>
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### Prompt System
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The prompt system enables interaction with server-side prompt templates. These templates can be discovered and executed with custom parameters, allowing for dynamic text generation based on predefined patterns.
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<Tabs>
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<Tab title="Sync API">
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```java
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// List available prompt templates
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var prompts = client.listPrompts();
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prompts.forEach(prompt -> System.out.println(prompt.getName()));
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// Execute a prompt template with parameters
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var response = client.executePrompt("echo", Map.of(
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"text", "Hello, World!"
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));
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```
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</Tab>
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<Tab title="Async API">
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```java
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// List available prompt templates asynchronously
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client.listPrompts()
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.doOnNext(prompts -> prompts.forEach(prompt ->
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System.out.println(prompt.getName())))
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.subscribe();
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// Execute a prompt template asynchronously
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client.executePrompt("echo", Map.of(
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"text", "Hello, World!"
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))
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.subscribe();
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```
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</Tab>
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</Tabs>
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