CLI toolkit for deploying AI agents to Amazon Bedrock AgentCore. Zero infrastructure management with built-in gateway and memory integrations.

A very fast, very minimal prompt optimizer

🛠️ Professional development environment for Claude Code with spec-driven workflow, TDD enforcement, cross-session memory, semantic search, quality hooks, and modular rules integration.

Deploy llama.cpp compatible Generative AI LLMs on AWS Lambda!

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural lang…

Build your own log analytics platform on OpenSearch in 20 minutes

This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda function and AWS CDK Python code with all the best practices and a complete CI/…

Keep an eye on your AWS quotas before you hit their limits

This repository contains a microservice-based Sample App demonstrating observability capabilities in the Amazon OpenSearch Service.

A python library exposing services that are not covered by the official boto3 library but are driven by undocumented APIs.

Blueprint for running AWS Bedrock Multi-Agent AI collaboration with CDK, Graph DB, Streamlit and LangFuse

aws-prober is an open-source tool for ensuring a secure and cost-aware AWS foundation, based on years of AWS experience and dozens of AWS setups.

Creates a new AWS root account and saves the credentials locally