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CDK&Mastraで実装したPlaywright MCP Serverを呼び出すAIエージェント
AWS CDK project for running Mastra Agent with Amazon ECS and Amazon Bedrock to interact with MCP Server.
As an example, this project uses Playwright MCP server.
.
├── app/ # Application root directory
│ ├── src/ # Application source code
│ │ └── mastra/ # Mastra application root directory
│ │ ├── index.ts # Mastra instance configuration
│ │ ├── agents/ # Agent definitions
│ │ └── mcp/ # MCP configuration
│ ├── .env.development # Environment variables for development
│ ├── Dockerfile # Container image definition
│ ├── package.json # Application dependencies
│ └── tsconfig.json # TypeScript configuration for app
├── infra/ # Infrastructure as Code directory
│ ├── bin/ # CDK application entry point
│ ├── lib/ # CDK stack definitions
│ ├── test/ # Infrastructure test files
│ ├── cdk.json # CDK configuration
│ ├── package.json # Infrastructure dependencies
│ └── tsconfig.json # TypeScript configuration for infra
├── image/ # Architecture diagrams and images
├── package.json # Root project dependencies
└── tsconfig.json # Root TypeScript configuration
The following environment variables need to be set in the .env.development file.
| Name | Description |
|---|---|
| REGION | Region of AWS. Default is "us-east-1" |
| BEDROCK_MODEL | Model id of Amazon Bedrock. Bedrock model must be enabled in AWS Console beforehand. Default is "amazon.nova-pro-v1:0". |
| ACCESS_KEY_ID | Access key id of AWS. Required only for local development. |
| SECRET_ACCESS_KEY | Secret Access Key of AWS. Required only for local development. |
| SESSION_TOKEN | Session Token of AWS. Required only for local development. |
All commands should be executed at the repository root.
First, install dependencies for the root project.
npm ci
Next, set up environment variables by creating .env.development file.
cat << EOF > app/.env.development
REGION=us-east-1
BEDROCK_MODEL=amazon.nova-pro-v1:0
ACCESS_KEY_ID=XXXXXXXXXXXXXXXXXXXX
SECRET_ACCESS_KEY=XXXXXXXXXXXXXXXXXXXX
SESSION_TOKEN=XXXXXXXXXXXXXXXXXXXX
EOF
To start local development server, run the following command.
npm run mastra:dev
If you've never used CDK before, you need to Bootstrap for the first time only. The following command is unnecessary if your environment is already bootstrapped.
npx -w infra cdk bootstrap
To deploy the application to AWS, run the following command.
npm run cdk:deploy
To remove the application from AWS, run the following command.
npm run cdk:destroy
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