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2029d28
feat(examples): add multi-server chatbot client example
travisbreaks cdd66e1
fix: address PR review feedback for multi-server chatbot example
travisbreaks 2880050
Merge branch 'main' into feat/multi-server-chatbot
felixweinberger a1bde15
feat(examples): rewrite multi-server example as minimal routing demo
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1 @@ | ||
| build/ |
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| # Multi-Server MCP Client Example | ||
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| A CLI chatbot that connects to multiple MCP servers simultaneously, aggregates their tools, and routes tool calls to the correct server. This is the TypeScript equivalent of the [Python SDK's simple-chatbot example](https://github.com/modelcontextprotocol/python-sdk/tree/main/examples/clients/simple-chatbot). | ||
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| ## Prerequisites | ||
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| - Node.js 20+ | ||
| - An [Anthropic API key](https://console.anthropic.com/) | ||
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| ## Quick Start | ||
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| ```bash | ||
| # Install dependencies (from repo root) | ||
| pnpm install | ||
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| # Set your API key | ||
| export ANTHROPIC_API_KEY=your-api-key-here | ||
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| # Run with the default servers.json config | ||
| cd examples/client-multi-server | ||
| npx tsx src/index.ts | ||
| ``` | ||
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| ## Configuration | ||
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| Servers are configured via a JSON file (default: `servers.json` in the working directory). Pass a custom path as the first argument: | ||
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| ```bash | ||
| npx tsx src/index.ts /path/to/my-servers.json | ||
| ``` | ||
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| The config file uses the same format as Claude Desktop and other MCP clients: | ||
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| ```json | ||
| { | ||
| "mcpServers": { | ||
| "everything": { | ||
| "command": "npx", | ||
| "args": ["-y", "@modelcontextprotocol/server-everything"] | ||
| }, | ||
| "memory": { | ||
| "command": "npx", | ||
| "args": ["-y", "@modelcontextprotocol/server-memory"] | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
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| Each entry under `mcpServers` defines a server to connect to via stdio: | ||
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| - `command`: the executable to run | ||
| - `args`: command-line arguments (optional) | ||
| - `env`: additional environment variables (optional, merged with the current environment) | ||
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| ## How It Works | ||
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| 1. Reads the server config and connects to each MCP server in sequence | ||
| 2. Discovers tools from every connected server and builds a unified tool list | ||
| 3. Maintains a mapping from each tool name to its originating server | ||
| 4. Sends the full tool list to Claude with each request | ||
| 5. When Claude calls a tool, routes the call to the correct server | ||
| 6. Supports multi-step tool use (agentic loop) where Claude can chain multiple tool calls | ||
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| ## Usage | ||
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| ``` | ||
| $ npx tsx src/index.ts | ||
| Connecting to server: everything... | ||
| Connected to everything with tools: echo, add, ... | ||
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| Total tools available: 12 | ||
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| Multi-Server MCP Client Started! | ||
| Type your queries or "quit" to exit. | ||
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| Query: What tools do you have access to? | ||
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| I have access to 12 tools from the "everything" server... | ||
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| Query: quit | ||
| Disconnecting from everything... | ||
| ``` |
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| { | ||
| "name": "@modelcontextprotocol/examples-client-multi-server", | ||
| "private": true, | ||
| "version": "2.0.0-alpha.0", | ||
| "type": "module", | ||
| "bin": { | ||
| "mcp-multi-server-client": "./build/index.js" | ||
| }, | ||
| "scripts": { | ||
| "build": "tsc", | ||
| "typecheck": "tsc --noEmit" | ||
| }, | ||
| "dependencies": { | ||
| "@anthropic-ai/sdk": "^0.74.0", | ||
| "@modelcontextprotocol/client": "workspace:^" | ||
| }, | ||
| "devDependencies": { | ||
| "@types/node": "^24.10.1", | ||
| "typescript": "catalog:devTools" | ||
| } | ||
| } |
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| { | ||
| "mcpServers": { | ||
| "everything": { | ||
| "command": "npx", | ||
| "args": ["-y", "@modelcontextprotocol/server-everything"] | ||
| } | ||
| } | ||
| } |
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| import { readFileSync } from 'node:fs'; | ||
| import { resolve } from 'node:path'; | ||
| import readline from 'readline/promises'; | ||
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| import Anthropic from '@anthropic-ai/sdk'; | ||
| import { Client, StdioClientTransport } from '@modelcontextprotocol/client'; | ||
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| const ANTHROPIC_MODEL = 'claude-sonnet-4-5'; | ||
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| interface ServerConfig { | ||
| command: string; | ||
| args?: string[]; | ||
| env?: Record<string, string>; | ||
| } | ||
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| interface ServersConfig { | ||
| mcpServers: Record<string, ServerConfig>; | ||
| } | ||
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| class MultiServerClient { | ||
| private servers: Map<string, Client> = new Map(); | ||
| private toolToServer: Map<string, { serverName: string; originalName: string }> = new Map(); | ||
| private _anthropic: Anthropic | null = null; | ||
| private tools: Anthropic.Tool[] = []; | ||
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| private get anthropic(): Anthropic { | ||
| return this._anthropic ??= new Anthropic({ apiKey: process.env.ANTHROPIC_API_KEY }); | ||
| } | ||
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| async connectToServers(configPath: string) { | ||
| const raw = readFileSync(resolve(configPath), 'utf-8'); | ||
| const config: ServersConfig = JSON.parse(raw); | ||
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| for (const [name, serverConfig] of Object.entries(config.mcpServers)) { | ||
| console.log(`Connecting to server: ${name}...`); | ||
| try { | ||
| const transport = new StdioClientTransport({ | ||
| command: serverConfig.command, | ||
| args: serverConfig.args, | ||
| env: serverConfig.env | ||
| ? { ...process.env as Record<string, string>, ...serverConfig.env } | ||
| : undefined, | ||
| }); | ||
| const client = new Client({ name: `multi-server-client-${name}`, version: '1.0.0' }); | ||
| await client.connect(transport); | ||
| this.servers.set(name, client); | ||
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| // Discover tools from this server | ||
| const toolsResult = await client.listTools(); | ||
| for (const tool of toolsResult.tools) { | ||
| const prefixedName = `${name}__${tool.name}`; | ||
| if (this.toolToServer.has(prefixedName)) { | ||
| console.warn( | ||
| ` Warning: tool "${tool.name}" from server "${name}" collides with an existing tool.` | ||
| ); | ||
| } | ||
| this.toolToServer.set(prefixedName, { serverName: name, originalName: tool.name }); | ||
| this.tools.push({ | ||
| name: prefixedName, | ||
| description: `[${name}] ${tool.description ?? ''}`, | ||
| input_schema: tool.inputSchema as Anthropic.Tool.InputSchema, | ||
| }); | ||
| } | ||
| console.log( | ||
| ` Connected to ${name} with tools: ${toolsResult.tools.map((t) => t.name).join(', ')}` | ||
| ); | ||
| } catch (e) { | ||
| console.error(` Failed to connect to ${name}:`, e); | ||
| throw e; | ||
| } | ||
| } | ||
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| console.log(`\nTotal tools available: ${this.tools.length}`); | ||
| } | ||
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| async processQuery(query: string) { | ||
| const messages: Anthropic.MessageParam[] = [{ role: 'user', content: query }]; | ||
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| // Agentic loop: keep processing until the model stops issuing tool calls | ||
| let response = await this.anthropic.messages.create({ | ||
| model: ANTHROPIC_MODEL, | ||
| max_tokens: 1000, | ||
| messages, | ||
| tools: this.tools, | ||
| }); | ||
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| const finalText: string[] = []; | ||
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| while (response.stop_reason === 'tool_use') { | ||
| const assistantContent = response.content; | ||
| messages.push({ role: 'assistant', content: assistantContent }); | ||
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| const toolResults: Anthropic.ToolResultBlockParam[] = []; | ||
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| for (const block of assistantContent) { | ||
| if (block.type === 'text') { | ||
| finalText.push(block.text); | ||
| } else if (block.type === 'tool_use') { | ||
| const mapping = this.toolToServer.get(block.name); | ||
| if (!mapping) { | ||
| toolResults.push({ | ||
| type: 'tool_result', | ||
| tool_use_id: block.id, | ||
| content: `Error: unknown tool "${block.name}"`, | ||
| is_error: true, | ||
| }); | ||
| continue; | ||
| } | ||
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claude[bot] marked this conversation as resolved.
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| const { serverName, originalName } = mapping; | ||
| const client = this.servers.get(serverName)!; | ||
| console.log(` [Calling ${originalName} on server "${serverName}"]`); | ||
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| try { | ||
| const result = await client.callTool({ | ||
| name: originalName, | ||
| arguments: block.input as Record<string, unknown> | undefined, | ||
| }); | ||
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| const resultText = result.content | ||
| .filter((c) => c.type === 'text') | ||
| .map((c) => c.text) | ||
| .join('\n'); | ||
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| toolResults.push({ | ||
| type: 'tool_result', | ||
| tool_use_id: block.id, | ||
| content: resultText, | ||
| }); | ||
| } catch (e) { | ||
| toolResults.push({ | ||
| type: 'tool_result', | ||
| tool_use_id: block.id, | ||
| content: `Error executing tool: ${e}`, | ||
| is_error: true, | ||
| }); | ||
| } | ||
| } | ||
| } | ||
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| messages.push({ role: 'user', content: toolResults }); | ||
|
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| response = await this.anthropic.messages.create({ | ||
| model: ANTHROPIC_MODEL, | ||
| max_tokens: 1000, | ||
| messages, | ||
| tools: this.tools, | ||
| }); | ||
| } | ||
|
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| // Collect any remaining text from the final response | ||
| for (const block of response.content) { | ||
| if (block.type === 'text') { | ||
| finalText.push(block.text); | ||
| } | ||
| } | ||
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| return finalText.join('\n'); | ||
| } | ||
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| async chatLoop() { | ||
| const rl = readline.createInterface({ | ||
| input: process.stdin, | ||
| output: process.stdout, | ||
| }); | ||
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| try { | ||
| console.log('\nMulti-Server MCP Client Started!'); | ||
| console.log('Type your queries or "quit" to exit.\n'); | ||
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| while (true) { | ||
| const message = await rl.question('Query: '); | ||
| if (message.toLowerCase() === 'quit') { | ||
| break; | ||
| } | ||
| const response = await this.processQuery(message); | ||
| console.log('\n' + response + '\n'); | ||
| } | ||
| } finally { | ||
| rl.close(); | ||
| } | ||
| } | ||
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| async cleanup() { | ||
| for (const [name, client] of this.servers) { | ||
| console.log(`Disconnecting from ${name}...`); | ||
| await client.close(); | ||
| } | ||
| } | ||
| } | ||
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| async function main() { | ||
|
claude[bot] marked this conversation as resolved.
Outdated
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| const configPath = process.argv[2] ?? 'servers.json'; | ||
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| const mcpClient = new MultiServerClient(); | ||
| try { | ||
| await mcpClient.connectToServers(configPath); | ||
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| const apiKey = process.env.ANTHROPIC_API_KEY; | ||
| if (!apiKey) { | ||
| console.log( | ||
| '\nNo ANTHROPIC_API_KEY found. To chat with these tools via Claude, set your API key:' | ||
| + '\n export ANTHROPIC_API_KEY=your-api-key-here' | ||
| ); | ||
| return; | ||
| } | ||
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| await mcpClient.chatLoop(); | ||
| } catch (e) { | ||
| console.error('Error:', e); | ||
|
claude[bot] marked this conversation as resolved.
Outdated
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| process.exit(1); | ||
| } finally { | ||
| await mcpClient.cleanup(); | ||
| process.exit(0); | ||
| } | ||
| } | ||
|
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| main(); | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,23 @@ | ||
| { | ||
| "compilerOptions": { | ||
| "target": "ES2023", | ||
| "lib": ["ES2023"], | ||
| "module": "Node16", | ||
| "moduleResolution": "Node16", | ||
| "outDir": "./build", | ||
| "rootDir": "./src", | ||
| "strict": true, | ||
| "esModuleInterop": true, | ||
| "skipLibCheck": true, | ||
| "forceConsistentCasingInFileNames": true, | ||
| "paths": { | ||
| "@modelcontextprotocol/client": ["./node_modules/@modelcontextprotocol/client/src/index.ts"], | ||
| "@modelcontextprotocol/client/_shims": ["./node_modules/@modelcontextprotocol/client/src/shimsNode.ts"], | ||
| "@modelcontextprotocol/core": [ | ||
| "./node_modules/@modelcontextprotocol/client/node_modules/@modelcontextprotocol/core/src/index.ts" | ||
| ] | ||
| } | ||
| }, | ||
| "include": ["src/**/*"], | ||
| "exclude": ["node_modules"] | ||
| } |
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