AWS Generative AI Toolkit
by awslabs
Lightweight Python library for building, testing, and evaluating AI agents using Amazon Bedrock Converse API.
What it does
The AWS Generative AI Toolkit connects developers to the Amazon Bedrock Converse API, providing a streamlined way to build and evaluate AI agents. It focuses heavily on production-grade observability, allowing agents to be deployed efficiently on AWS Lambda, ECS, or EKS while leveraging DynamoDB and CloudWatch for state and monitoring.
Tools
BedrockConverseAgent: Core agent implementation for conversing with Bedrock models.Expect: Testing utility for asserting tool invocations and agent responses.Case: Framework for creating repeatable test inputs and evaluating agent behavior.TeeTracer: Utility to mirror traces to multiple backends (e.g., SQLite and DynamoDB).
Installation
Add the following to your claude_desktop_config.json:
{
"mcpServers": {
"aws-gen-ai-toolkit": {
"command": "python3",
"args": ["-m", "generative_ai_toolkit.mcp_server"]
}
}
}
Supported hosts
- claude
Quick install
pip install "generative-ai-toolkit[all]"Information
- Pricing
- free
- Published
- 6/13/2026
- Updated
- 2 months ago
- stars
- 46
Categories
Choose your AI client and follow the steps below.
Claude Desktop
{
"mcpServers": {
"aws-gen-ai-toolkit": {
"command": "python3",
"args": ["-m", "generative_ai_toolkit.mcp_server"]
}
}
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