创建使用您的 AgentCore 网关的代理
创建并测试网关后,您可以创建 AI 代理并将其连接到网关。连接到您的网关的代理可以调用网关中的工具,并使用 A mazon Bedrock 模型来响应查询。
要了解如何创建代理、将其连接到网关并调用它来回答查询,请选择以下方法之一:
例
- Strands
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from strands import Agent from strands.models import BedrockModel from strands.tools.mcp.mcp_client import MCPClient from mcp.client.streamable_http import streamablehttp_client def _invoke_agent( bedrock_model, mcp_client, prompt ): with mcp_client: tools = mcp_client.list_tools_sync() agent = Agent( model=bedrock_model, tools=tools ) return agent(prompt) def _create_streamable_http_transport(headers=None): url = {gatewayUrl} access_token = {AccessToken} headers = {**headers} if headers else {} headers["Authorization"] = f"Bearer {access_token}" return streamablehttp_client( url, headers=headers ) def _get_bedrock_model(model_id): return BedrockModel( inference_profile_id=model_id, temperature=0.0, streaming=True, ) mcp_client = MCPClient(_create_streamable_http_transport) if __name__ == "__main__": user_prompt = "What orders do I have?" _response = _invoke_agent( bedrock_model=_get_bedrock_model("us.anthropic.claude-sonnet-4-20250514-v1:0"), mcp_client=mcp_client, prompt=user_prompt ) print(_response)
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- LangGraph
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from mcp import ClientSession from mcp.client.streamable_http import streamablehttp_client from langgraph.prebuilt import create_react_agent from langchain_mcp_adapters.tools import load_mcp_tools # Replace with actual values and the Amazon Bedrock model of your choice gateway_url = "${GatewayUrl}" access_token = "${AccessToken}" model = ChatBedrock(model_id="anthropic.claude-3-sonnet-20240229-v1:0", region_name="us-west-2") async with streamablehttp_client(gateway_url, headers={"Authorization": f"Bearer {access_token}"}) as (read, write, _): async with ClientSession(read, write) as session: # Initialize the connection await session.initialize() # Get tools tools = await load_mcp_tools(session) agent = create_react_agent(model, tools) math_response = await agent.ainvoke({"messages": "what's (3 + 5) x 12?"})
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- Claude Code
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#!/bin/bash # Script to add MCP server to Claude # Server configuration SERVER_NAME=${ServerName} # Write your server name GATEWAY_MCP_SERVER_URL=${GatewayUrl} # The gateway MCP URL AUTH_TOKEN=${AuthToken} # Claude authentication token echo "Adding MCP server to Claude..." echo "Server Name: $SERVER_NAME" echo "Server URL: $SERVER_URL" echo "" # Add the MCP server claude mcp add "$SERVER_NAME" "$GATEWAY_MCP_SERVER_URL" \ --transport http \ --header "Authorization: Bearer $AUTH_TOKEN" # Check if the command was successful if [ $? -eq 0 ]; then echo "MCP server added successfully!" echo "" echo "You can now check mcp server health with: claude mcp list" else echo "Failed to add MCP server" exit 1 fi
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