awslabs

Prevents you from committing secrets and credentials into git repositories

Open source MCP Servers for AWS

LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.

An integrated shell for working with the AWS CLI.

A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.

Probabilistic time series modeling in Python

AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

AWS SDK for the Rust Programming Language

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

Automatically gets credentials for Amazon ECR on docker push/docker pull

Packer configuration for building a custom EKS AMI

Hands on labs and code to help you learn, measure, and build using architectural best practices.

A registry of publicly available datasets on AWS

[Node, Python, Java] Repository of sample Custom Rules for AWS Config.

EKS Node Viewer

Diagram-as-code for AWS architecture.

Tools and sample code provided by AWS Premium Support.

The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

Swift implementation of AWS Lambda Runtime

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Amazon Kinesis Video Streams Webrtc SDK is for developers to install and customize realtime communication between devices and enable secure streaming of video, audio to Kinesis Video Streams.

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

PlantUML sprites, macros, and other includes for Amazon Web Services services and resources

Shuttle is a library for testing concurrent Rust code

Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.

AWS SaaS Boost is a ready-to-use toolset that removes the complexity of successfully running SaaS workloads in the AWS cloud.

A Serverless Developer Portal for easily publishing and cataloging APIs

JavaScript library files for Offline, Sync, Sigv4. includes support for React Native

Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.

A fast data collector in Rust

AWS JavaScript S3 Explorer is a JavaScript application that uses AWS's JavaScript SDK and S3 APIs to make the contents of an S3 bucket easy to browse via a web browser.

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

Python API for Deequ

Deploy a multi-account cloud foundation to support highly-regulated workloads and complex compliance requirements.

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

A simple threat modeling tool to help humans to reduce time-to-value when threat modeling

A containerd snapshotter plugin which enables standard OCI images to be lazily loaded without requiring a build-time conversion step.

JS library for verifying JWTs signed by Amazon Cognito, and any OIDC-compatible IDP that signs JWTs with RS256, RS384, RS512, ES256, ES384, ES512, Ed25519 and Ed448

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.

ASH is an extensible, open source SAST, SCA, and IaC security scanner orchestration engine.

Client library for Amazon Kinesis

Populate AWS SSO directly with your G Suite users and groups using either a CLI or AWS Lambda

An AWS tool to help you create a point in time assessment of your AWS account using Prowler.

The Amazon Athena Query Federation SDK allows you to customize Amazon Athena with your own data sources and code.

Amazon Redshift Database Loader implemented in AWS Lambda

Flexible Fullstack solution template for production-ready deployments of any use case on Amazon Bedrock AgentCore.

3D finite element solver for computational electromagnetics

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

A Dynamic DNS system built with API Gateway, Lambda & Route 53.

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

The AmazonDynamoDBLockClient is a general purpose distributed locking library built on top of DynamoDB. It supports both coarse-grained and fine-grained locking.

A container that provides local versions of the ECS Task Metadata Endpoint and ECS Task IAM Roles Endpoint.

AWS Quick Start Team