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awslabs/agent-builder-toolkit-aws-transform

Agent Builder Toolkit for AWS Transform

sdk downloads mcp-server downloads

Build custom agents for AWS Transform. The agent builder toolkit enables AWS Partners and customers to build agents tailored to their specific modernization needs that work within AWS Transform.

Prerequisites

Registering and deploying agents to AWS Transform requires your AWS account to be allowlisted for the AWS Transform composability initiative. If you haven't joined yet, contact your Partner Development Manager (PDM) or apply through AWS Partner Central.

You can still use the toolkit locally for agent development, documentation search, and testing without allowlisting — only deployment and registration require it.

Getting Started

Install via Kiro (recommended)

The fastest way to get started is through the AWS Transform Agent Toolkit Kiro Power, which provides guided agent development with documentation search, deployment automation, and registration tools.

  1. Open the Kiro marketplace (Powers panel)
  2. Search for "AWS Transform Agent Toolkit"
  3. Choose Install to add the power to your Kiro environment

Install via pip

Install the agent SDK and runtime dependencies:

pip install agent-builder-sdk-aws-transform agent-builder-agentic-mcp-aws-transform

Install the development MCP server for documentation search, deployment automation, and registry tools:

pip install agent-builder-mcp-aws-transform

Capabilities

  • Agent scaffolding — orchestrator and subagent templates with best practices
  • Citation-backed documentation search — AWS Transform developer guide, SDK, and API specs
  • One-command deployment — build container → push to ECR → deploy to Bedrock AgentCore → register with AWS Transform
  • IAM role templates — CloudFormation for required roles
  • Cross-platform support — Windows, macOS, and Linux

Packages

Agent SDK (runtime)

These packages are used by your agent at runtime:

Package PyPI Description
sdk agent-builder-sdk-aws-transform Base agent SDK for building orchestrators and subagents
agentic-mcp-server agent-builder-agentic-mcp-aws-transform MCP server that agents use at runtime to communicate with AWS Transform
mcp-client agent-builder-mcp-client-aws-transform Python MCP client for agent-to-agent communication
types agent-builder-types-aws-transform Shared type definitions

Developer tools

Used during development for documentation search, deployment, and registry management:

Package PyPI Description
mcp-server agent-builder-mcp-aws-transform MCP server with tools for documentation search, agent deployment, and registry operations

Learn More

Security

See CONTRIBUTING for more information.

License

This project is licensed under the Apache-2.0 License.

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