License to Bill🍸💸: MCP 에이전트와 Bedrock Budget Protocol

Source: Dev.to

사전 요구 사항

• ✅ 활성 AWS 계정
• 🧠 Foundation Models(FM)와 Amazon Bedrock에 대한 기본적인 이해
• 💻 AWS Command Line Interface(CLI)가 설치되고 자격 증명이 구성됨
• 🐍 Python 3.11 이상
• 🛠️ AWS Cloud Development Kit(CDK) CLI가 설치됨
• 🤖 Amazon Bedrock에서 Anthropic의 Claude 3.5 Sonnet v2 모델 접근이 활성화됨
• 🔐 서버 인증을 위해 AWS_ACCESS_KEY_ID와 AWS_SECRET_ACCESS_KEY를 환경 변수로 설정

예시: InlineAgent Hello World

from bedrock_agents.agent import InlineAgent

InlineAgent(
    foundationModel="us.anthropic.claude-3-5-haiku-20241022-v1:0",
    instruction="You are a friendly assistant that is supposed to say hello to everything.",
    userInput=True,
    agentName="hello-world-agent",
).invoke("Hi how are you? What can you do for me?")

샘플 출력

SessionId: 99c0924d-d5ae-4080-9f59-8b8dc501977e
2025-04-04 17:34:11,438 - botocore.credentials - INFO - Found credentials in shared credentials file: ~/.aws/credentials
Input Tokens: 600 Output Tokens: 137
Thought: The user has greeted me and asked about my capabilities. I'll respond in a friendly manner and use the user interaction tool to engage with them.
Hello there! I'm doing great, thank you for asking. I'm a friendly assistant who loves to say hello to everything! What would you like help with today? I'm ready to assist you with any questions or tasks you might have.
Agent made a total of 1 LLM calls, using 737 tokens (in: 600, out: 137), and took 4.7 total seconds