232 lines
6.3 KiB
Text
232 lines
6.3 KiB
Text
---
|
|
title: MCP Client
|
|
description: Learn how to use the Model Context Protocol (MCP) client to interact with MCP servers
|
|
---
|
|
|
|
# Model Context Protocol Client
|
|
|
|
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:
|
|
|
|
- Protocol version negotiation to ensure compatibility with servers
|
|
- Capability negotiation to determine available features
|
|
- Message transport and JSON-RPC communication
|
|
- Tool discovery and execution
|
|
- Resource access and management
|
|
- Prompt system interactions
|
|
- Optional features like roots management and sampling support
|
|
|
|
The client provides both synchronous and asynchronous APIs for flexibility in different application contexts.
|
|
|
|
<Tabs>
|
|
<Tab title="Sync API">
|
|
```java
|
|
// Create a sync client with custom configuration
|
|
McpSyncClient client = McpClient.sync(transport)
|
|
.requestTimeout(Duration.ofSeconds(10))
|
|
.capabilities(ClientCapabilities.builder()
|
|
.roots(true) // Enable roots capability
|
|
.sampling() // Enable sampling capability
|
|
.build())
|
|
.sampling(request -> new CreateMessageResult(response))
|
|
.build();
|
|
|
|
// Initialize connection
|
|
client.initialize();
|
|
|
|
// List available tools
|
|
ListToolsResult tools = client.listTools();
|
|
|
|
// Call a tool
|
|
CallToolResult result = client.callTool(
|
|
new CallToolRequest("calculator",
|
|
Map.of("operation", "add", "a", 2, "b", 3))
|
|
);
|
|
|
|
// List and read resources
|
|
ListResourcesResult resources = client.listResources();
|
|
ReadResourceResult resource = client.readResource(
|
|
new ReadResourceRequest("resource://uri")
|
|
);
|
|
|
|
// List and use prompts
|
|
ListPromptsResult prompts = client.listPrompts();
|
|
GetPromptResult prompt = client.getPrompt(
|
|
new GetPromptRequest("greeting", Map.of("name", "Spring"))
|
|
);
|
|
|
|
// Add/remove roots
|
|
client.addRoot(new Root("file:///path", "description"));
|
|
client.removeRoot("file:///path");
|
|
|
|
// Close client
|
|
client.closeGracefully();
|
|
```
|
|
</Tab>
|
|
|
|
<Tab title="Async API">
|
|
```java
|
|
// Create an async client with custom configuration
|
|
McpAsyncClient client = McpClient.async(transport)
|
|
.requestTimeout(Duration.ofSeconds(10))
|
|
.capabilities(ClientCapabilities.builder()
|
|
.roots(true) // Enable roots capability
|
|
.sampling() // Enable sampling capability
|
|
.build())
|
|
.sampling(request -> Mono.just(new CreateMessageResult(response)))
|
|
.toolsChangeConsumer(tools -> Mono.fromRunnable(() -> {
|
|
logger.info("Tools updated: {}", tools);
|
|
}))
|
|
.resourcesChangeConsumer(resources -> Mono.fromRunnable(() -> {
|
|
logger.info("Resources updated: {}", resources);
|
|
}))
|
|
.promptsChangeConsumer(prompts -> Mono.fromRunnable(() -> {
|
|
logger.info("Prompts updated: {}", prompts);
|
|
}))
|
|
.build();
|
|
|
|
// Initialize connection and use features
|
|
client.initialize()
|
|
.flatMap(initResult -> client.listTools())
|
|
.flatMap(tools -> {
|
|
return client.callTool(new CallToolRequest(
|
|
"calculator",
|
|
Map.of("operation", "add", "a", 2, "b", 3)
|
|
));
|
|
})
|
|
.flatMap(result -> {
|
|
return client.listResources()
|
|
.flatMap(resources ->
|
|
client.readResource(new ReadResourceRequest("resource://uri"))
|
|
);
|
|
})
|
|
.flatMap(resource -> {
|
|
return client.listPrompts()
|
|
.flatMap(prompts ->
|
|
client.getPrompt(new GetPromptRequest(
|
|
"greeting",
|
|
Map.of("name", "Spring")
|
|
))
|
|
);
|
|
})
|
|
.flatMap(prompt -> {
|
|
return client.addRoot(new Root("file:///path", "description"))
|
|
.then(client.removeRoot("file:///path"));
|
|
})
|
|
.doFinally(signalType -> {
|
|
client.closeGracefully().subscribe();
|
|
})
|
|
.subscribe();
|
|
```
|
|
</Tab>
|
|
</Tabs>
|
|
|
|
## Client Features
|
|
|
|
### Tool Execution
|
|
|
|
Tools are server-side functions that can be discovered and executed by clients. The client provides methods to list available tools and execute them with parameters.
|
|
|
|
<Tabs>
|
|
<Tab title="Sync API">
|
|
```java
|
|
// List available tools
|
|
var tools = client.listTools();
|
|
tools.forEach(tool -> System.out.println(tool.getName()));
|
|
|
|
// Execute a tool
|
|
var result = client.executeTool("calculator", Map.of(
|
|
"operation", "add",
|
|
"a", 1,
|
|
"b", 2
|
|
));
|
|
```
|
|
</Tab>
|
|
|
|
<Tab title="Async API">
|
|
```java
|
|
// List available tools
|
|
client.listTools()
|
|
.doOnNext(tools -> tools.forEach(tool ->
|
|
System.out.println(tool.getName())))
|
|
.subscribe();
|
|
|
|
// Execute a tool
|
|
client.executeTool("calculator", Map.of(
|
|
"operation", "add",
|
|
"a", 1,
|
|
"b", 2
|
|
))
|
|
.subscribe();
|
|
```
|
|
</Tab>
|
|
</Tabs>
|
|
|
|
### Resource Access
|
|
|
|
Resources are server-side data sources that can be accessed by clients using URI templates. The client provides methods to list available resources and retrieve their content.
|
|
|
|
<Tabs>
|
|
<Tab title="Sync API">
|
|
```java
|
|
// List available resources
|
|
var resources = client.listResources();
|
|
resources.forEach(resource -> System.out.println(resource.getName()));
|
|
|
|
// Get a resource
|
|
var content = client.getResource("file", Map.of(
|
|
"path", "/path/to/file.txt"
|
|
));
|
|
```
|
|
</Tab>
|
|
|
|
<Tab title="Async API">
|
|
```java
|
|
// List available resources
|
|
client.listResources()
|
|
.doOnNext(resources -> resources.forEach(resource ->
|
|
System.out.println(resource.getName())))
|
|
.subscribe();
|
|
|
|
// Get a resource
|
|
client.getResource("file", Map.of(
|
|
"path", "/path/to/file.txt"
|
|
))
|
|
.subscribe();
|
|
```
|
|
</Tab>
|
|
</Tabs>
|
|
|
|
### Prompt System
|
|
|
|
The prompt system allows clients to interact with server-side prompt templates. The client provides methods to list available prompts and execute them with parameters.
|
|
|
|
<Tabs>
|
|
<Tab title="Sync API">
|
|
```java
|
|
// List available prompts
|
|
var prompts = client.listPrompts();
|
|
prompts.forEach(prompt -> System.out.println(prompt.getName()));
|
|
|
|
// Execute a prompt
|
|
var response = client.executePrompt("echo", Map.of(
|
|
"text", "Hello, World!"
|
|
));
|
|
```
|
|
</Tab>
|
|
|
|
<Tab title="Async API">
|
|
```java
|
|
// List available prompts
|
|
client.listPrompts()
|
|
.doOnNext(prompts -> prompts.forEach(prompt ->
|
|
System.out.println(prompt.getName())))
|
|
.subscribe();
|
|
|
|
// Execute a prompt
|
|
client.executePrompt("echo", Map.of(
|
|
"text", "Hello, World!"
|
|
))
|
|
.subscribe();
|
|
```
|
|
</Tab>
|
|
</Tabs>
|