Projects in Awesome Lists by awslabs
A curated list of projects in awesome lists by awslabs .
https://github.com/awslabs/git-secrets
Prevents you from committing secrets and credentials into git repositories
Last synced: 13 May 2025
https://github.com/awslabs/mcp
Open source MCP Servers for AWS
aws mcp mcp-client mcp-clients mcp-host mcp-server mcp-servers mcp-tools modelcontextprotocol
Last synced: 27 Aug 2026
https://github.com/awslabs/llrt
LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.
Last synced: 14 May 2025
https://github.com/awslabs/aws-shell
An integrated shell for working with the AWS CLI.
aws aws-cli cloud cloud-management
Last synced: 14 May 2025
https://awslabs.github.io/agent-squad/
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
agentic-ai agents ai-agents ai-agents-framework anthropic anthropic-claude aws aws-bedrock aws-cdk aws-lambda chatbot framework generative-ai machine-learning openai openaiapi orchestrator python serverless typescript
Last synced: 22 Jul 2025
https://github.com/awslabs/mountpoint-s3
A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.
aws filesystem fuse object-storage s3
Last synced: 22 Jan 2026
https://github.com/awslabs/agent-squad
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
agentic-ai agents ai-agents ai-agents-framework anthropic anthropic-claude aws aws-bedrock aws-cdk aws-lambda chatbot framework generative-ai machine-learning openai openaiapi orchestrator python serverless typescript
Last synced: 10 May 2025
https://github.com/awslabs/gluonts
Probabilistic time series modeling in Python
artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch
Last synced: 12 May 2025
https://github.com/awslabs/aidlc-workflows
AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents
Last synced: 27 Aug 2026
https://github.com/awslabs/aws-lambda-rust-runtime
A Rust runtime for AWS Lambda
Last synced: 27 Mar 2025
https://github.com/awslabs/deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
dataquality scala spark unit-testing
Last synced: 13 May 2025
https://github.com/awslabs/aws-sdk-rust
AWS SDK for the Rust Programming Language
Last synced: 22 Apr 2026
https://github.com/awslabs/amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
Last synced: 04 Oct 2025
https://github.com/awslabs/amazon-eks-ami
Packer configuration for building a custom EKS AMI
Last synced: 12 Jun 2026
https://github.com/awslabs/amazon-ecr-credential-helper
Automatically gets credentials for Amazon ECR on docker push/docker pull
Last synced: 21 Oct 2025
https://github.com/awslabs/diagram-maker
A library to display an interactive editor for any graph-like data.
aws canvas cloud diagram diagram-editor diagram-maker diagrams drag drop editor flowchart graph interactive interactive-demos state-machine visualization workflow
Last synced: 21 Mar 2025
https://awslabs.github.io/diagram-maker/
A library to display an interactive editor for any graph-like data.
aws canvas cloud diagram diagram-editor diagram-maker diagrams drag drop editor flowchart graph interactive interactive-demos state-machine visualization workflow
Last synced: 31 Mar 2025
https://github.com/awslabs/aws-lambda-web-adapter
Run web applications on AWS Lambda
Last synced: 13 May 2025
https://github.com/awslabs/aws-well-architected-labs
Hands on labs and code to help you learn, measure, and build using architectural best practices.
aws cost lab reliability reliability-engineering resilience resiliency security well-architected wellarchitected
Last synced: 09 Jan 2026
https://github.com/awslabs/aws-config-rules
[Node, Python, Java] Repository of sample Custom Rules for AWS Config.
Last synced: 02 Apr 2025
https://github.com/awslabs/open-data-registry
A registry of publicly available datasets on AWS
Last synced: 11 Apr 2025
https://github.com/awslabs/aws-support-tools
Tools and sample code provided by AWS Premium Support.
Last synced: 27 Mar 2025
https://github.com/awslabs/diagram-as-code
Diagram-as-code for AWS architecture.
Last synced: 03 Mar 2026
https://github.com/awslabs/aws-solutions-constructs
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
architectural-patterns aws-cdk constructs
Last synced: 02 Jul 2026
https://github.com/awslabs/dgl-ke
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
dgl graph-learning knowledge-graph knowledge-graphs-embeddings machine-learning
Last synced: 15 May 2025
https://github.com/awslabs/sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
attention-is-all-you-need attention-mechanism attention-model deep-learning deep-neural-networks encoder-decoder machine-learning machine-translation neural-machine-translation pytorch seq2seq sequence-to-sequence sequence-to-sequence-models sockeye transformer transformer-architecture transformer-network translation
Last synced: 14 May 2025
https://github.com/awslabs/amazon-kinesis-video-streams-webrtc-sdk-c
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.
kinesis-video-streams webrtc webrtc-sdk
Last synced: 10 Jun 2026
https://github.com/awslabs/swift-aws-lambda-runtime
Swift implementation of AWS Lambda Runtime
Last synced: 23 Feb 2026
https://github.com/awslabs/aws-lambda-go-api-proxy
lambda-go-api-proxy makes it easy to port APIs written with Go frameworks such as Gin (https://gin-gonic.github.io/gin/ ) to AWS Lambda and Amazon API Gateway.
Last synced: 14 May 2025
https://github.com/awslabs/aws-sdk-ios-samples
This repository has samples that demonstrate various aspects of the AWS SDK for iOS, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-ios/
Last synced: 14 May 2025
https://github.com/awslabs/aws-sdk-android-samples
This repository has samples that demonstrate various aspects of the AWS SDK for Android, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-android/
Last synced: 15 May 2025
https://github.com/awslabs/multi-model-server
Multi Model Server is a tool for serving neural net models for inference
ai deep-learning inference mxnet neural-network onnx server
Last synced: 14 Jan 2026
https://github.com/awslabs/aws-cfn-template-flip
Tool for converting AWS CloudFormation templates between JSON and YAML formats.
Last synced: 21 Feb 2026
https://github.com/awslabs/aws-saas-boost
AWS SaaS Boost is a ready-to-use toolset that removes the complexity of successfully running SaaS workloads in the AWS cloud.
Last synced: 16 Mar 2025
https://github.com/awslabs/aws-api-gateway-developer-portal
A Serverless Developer Portal for easily publishing and cataloging APIs
Last synced: 04 May 2025
https://github.com/awslabs/ec2-spot-labs
Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.
Last synced: 30 Apr 2025
https://github.com/awslabs/aws-mobile-appsync-sdk-js
JavaScript library files for Offline, Sync, Sigv4. includes support for React Native
appsync aws aws-appsync aws-mobile graphql graphql-client graphql-js graphql-subscriptions javascript js react
Last synced: 13 May 2025
https://github.com/awslabs/fortuna
A Library for Uncertainty Quantification.
ai bayesian-inference calibration conformal-prediction deep-learning flax jax machine-learning ml model-calibration neural-networks uncertainty uncertainty-calibration uncertainty-estimation uncertainty-quantification
Last synced: 27 Mar 2025
https://github.com/awslabs/aws-icons-for-plantuml
PlantUML sprites, macros, and other includes for Amazon Web Services services and resources
aws aws-icons plantuml plantuml-diagrams
Last synced: 11 Mar 2026
https://github.com/awslabs/ecs-refarch-continuous-deployment
ECS Reference Architecture for creating a flexible and scalable deployment pipeline to Amazon ECS using AWS CodePipeline
aws continuous-deployment devops docker ec2 ecs fargate
Last synced: 16 Apr 2025
https://github.com/awslabs/flowgger
A fast data collector in Rust
graylog kafka logging logging-server ltsv rust syslog
Last synced: 18 Mar 2025
https://github.com/awslabs/aws-js-s3-explorer
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.
Last synced: 06 May 2025
https://github.com/awslabs/goformation
GoFormation is a Go library for working with CloudFormation templates.
aws aws-cloudformation aws-sam cloudformation golang parser
Last synced: 16 Mar 2025
https://github.com/awslabs/dynamodb-data-mapper-js
A schema-based data mapper for Amazon DynamoDB.
Last synced: 01 Apr 2025
https://github.com/awslabs/landing-zone-accelerator-on-aws
Deploy a multi-account cloud foundation to support highly-regulated workloads and complex compliance requirements.
Last synced: 03 Mar 2026
https://github.com/awslabs/dgl-lifesci
Python package for graph neural networks in chemistry and biology
bioinformatics cheminformatics deep-learning dgl drug-discovery geometric-deep-learning graph-neural-networks molecule
Last synced: 15 May 2025
https://github.com/awslabs/threat-composer
A simple threat modeling tool to help humans to reduce time-to-value when threat modeling
threat-modeling threat-modeling-tool threat-modelling-tool threatmodeling threatmodelling vscode-extension
Last synced: 04 Jun 2026
https://github.com/awslabs/aws-jwt-verify
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
amazon-cognito amplify jwt nodejs typescript
Last synced: 02 Apr 2026
https://github.com/awslabs/aws-apigateway-lambda-authorizer-blueprints
Blueprints and examples for Lambda-based custom Authorizers for use in API Gateway.
Last synced: 04 Apr 2025
https://github.com/awslabs/aws-devops-essential
In few hours, quickly learn how to effectively leverage various AWS services to improve developer productivity and reduce the overall time to market for new product capabilities.
Last synced: 21 Mar 2025
https://github.com/awslabs/aws-deployment-framework
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.
aws deployment devops multi-account
Last synced: 05 Apr 2025
https://github.com/awslabs/amazon-ecs-nodejs-microservices
Reference architecture that shows how to take a Node.js application, containerize it, and deploy it as microservices on Amazon Elastic Container Service.
amazon-web-services ecs ecs-cluster ecs-service microservices microservices-architecture nodejs
Last synced: 22 Jul 2025
https://github.com/awslabs/amazon-kinesis-client
Client library for Amazon Kinesis
Last synced: 16 Feb 2026
https://github.com/awslabs/ssosync
Populate AWS SSO directly with your G Suite users and groups using either a CLI or AWS Lambda
Last synced: 30 Apr 2026
https://github.com/awslabs/agent-plugins
Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.
agent-plugins agent-skills agents aws coding-agent-skills coding-agents
Last synced: 04 May 2026
https://github.com/awslabs/aws-glue-libs
AWS Glue Libraries are additions and enhancements to Spark for ETL operations.
Last synced: 29 Jul 2025
https://github.com/awslabs/aws-security-automation
Collection of scripts and resources for DevSecOps and Automated Incident Response Security
Last synced: 23 Mar 2025
https://github.com/awslabs/data-on-eks
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform
Last synced: 15 Apr 2025
https://github.com/awslabs/aws-lambda-redshift-loader
Amazon Redshift Database Loader implemented in AWS Lambda
Last synced: 01 Apr 2025
https://github.com/awslabs/shuttle
Shuttle is a library for testing concurrent Rust code
Last synced: 12 Dec 2025
https://github.com/awslabs/aws-athena-query-federation
The Amazon Athena Query Federation SDK allows you to customize Amazon Athena with your own data sources and code.
Last synced: 01 Apr 2025
https://github.com/awslabs/aws-security-assessment-solution
An AWS tool to help you create a point in time assessment of your AWS account using Prowler.
Last synced: 03 Apr 2025
https://github.com/awslabs/generative-ai-cdk-constructs
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
agent amazon-bedrock appsync aws aws-cdk content-generation generative-ai huggingface knowledge-base langchain llm opensearch question-answering-system retrieval-augmented-generation sagemaker step-functions summarization
Last synced: 12 Mar 2026
https://github.com/awslabs/amazon-ecs-local-container-endpoints
A container that provides local versions of the ECS Task Metadata Endpoint and ECS Task IAM Roles Endpoint.
Last synced: 14 Jan 2026
https://github.com/awslabs/handwritten-text-recognition-for-apache-mxnet
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.
Last synced: 02 Apr 2025
https://github.com/awslabs/datawig
Imputation of missing values in tables.
imputation missing-value-handling
Last synced: 06 Apr 2025
https://github.com/awslabs/amazon-dynamodb-lock-client
The AmazonDynamoDBLockClient is a general purpose distributed locking library built on top of DynamoDB. It supports both coarse-grained and fine-grained locking.
Last synced: 15 Apr 2025
https://github.com/awslabs/route53-dynamic-dns-with-lambda
A Dynamic DNS system built with API Gateway, Lambda & Route 53.
Last synced: 07 Apr 2025
https://github.com/awslabs/aws-cloudsaga
AWS CloudSaga - Simulate security events in AWS
aws blue-team incident-response-tooling purple-team red-teaming security security-audit
Last synced: 21 Feb 2026
https://github.com/awslabs/ami-builder-packer
An example of an AMI Builder using CI/CD with AWS CodePipeline, AWS CodeBuild, Hashicorp Packer and Ansible.
Last synced: 16 Apr 2025
https://github.com/awslabs/ecs-refarch-service-discovery
An EC2 Container Service Reference Architecture for providing Service Discovery to containers using CloudWatch Events, Lambda and Route 53 private hosted zones.
Last synced: 01 Apr 2025
https://github.com/awslabs/aws-lambda-cpp
C++ implementation of the AWS Lambda runtime
aws aws-lambda cpp cpp11 cpp14 cpp17 lambda
Last synced: 04 Apr 2025
https://github.com/awslabs/aws-config-rdk
The AWS Config Rules Development Kit helps developers set up, author and test custom Config rules. It contains scripts to enable AWS Config, create a Config rule and test it with sample ConfigurationItems.
amazon-web-services aws aws-config aws-config-rules rdk
Last synced: 03 Mar 2026
https://github.com/awslabs/snapchange
Lightweight fuzzing of a memory snapshot using KVM
Last synced: 10 Jul 2025
https://github.com/awslabs/lambda-refarch-mapreduce
This repo presents a reference architecture for running serverless MapReduce jobs. This has been implemented using AWS Lambda and Amazon S3.
Last synced: 04 May 2025
https://github.com/awslabs/pgbouncer-fast-switchover
Adds query routing and rewriting extensions to pgbouncer
Last synced: 20 Apr 2025
https://github.com/awslabs/serverless-rules
Compilation of rules to validate infrastructure-as-code templates against recommended practices for serverless applications.
cfn-lint cloudformation serverless serverless-rules terraform tflint
Last synced: 20 Feb 2026
https://github.com/awslabs/amazon-kinesis-producer
Amazon Kinesis Producer Library
Last synced: 14 Jan 2026
https://github.com/awslabs/dynein
DynamoDB CLI written in Rust.
aws backup cli command-line command-line-tool database ddb dynamodb dynamodb-admin dynamodb-cli dynamodb-client dynamodb-local export import nosql rust
Last synced: 21 Oct 2025
https://github.com/awslabs/serverless-photo-recognition
A collection of 3 lambda functions that are invoked by Amazon S3 or Amazon API Gateway to analyze uploaded images with Amazon Rekognition and save picture labels to ElasticSearch (written in Kotlin)
amazon-api-gateway amazon-cognito amazon-rekognition architecture aws aws-apigateway aws-lambda aws-s3 elasticsearch jwt kotlin kotlin-language lambda-functions picture s3-storage serverless serverless-photo-recognition
Last synced: 02 Apr 2025
https://github.com/awslabs/amazon-guardduty-tester
This repository can be used to generate and evaluate findings detected by Amazon GuardDuty
Last synced: 10 Apr 2025
https://github.com/awslabs/run-model-context-protocol-servers-with-aws-lambda
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
Last synced: 28 Aug 2026
https://github.com/awslabs/graphrag-toolkit
Python toolkit for building graph-enhanced GenAI applications
amazon-neptune amazon-opensearch-serverless graph-database graphrag llama-index mcp postgresql
Last synced: 02 Apr 2026
https://github.com/awslabs/kinesis-aggregation
AWS libraries/modules for working with Kinesis aggregated record data
Last synced: 14 May 2025
https://github.com/awslabs/amazon-kinesis-client-python
Amazon Kinesis Client Library for Python
Last synced: 16 Nov 2025
https://github.com/awslabs/iam-policy-autopilot
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
aws aws-iam aws-iam-policies aws-security cli cloud-security code-analysis iam iam-policy mcp mcp-server policy-generation policy-generator static-code-analysis
Last synced: 29 May 2026
https://github.com/awslabs/amazon-kinesis-video-streams-producer-sdk-cpp
Amazon Kinesis Video Streams Producer SDK for C++ is for developers to install and customize for their connected camera and other devices to securely stream video, audio, and time-encoded data to Kinesis Video Streams.
Last synced: 01 Apr 2025
https://awslabs.github.io/agent-evaluation/
A generative AI-powered framework for testing virtual agents.
Last synced: 16 Jun 2026
https://github.com/awslabs/crossplane-on-eks
Crossplane bespoke composition blueprints for AWS resources
aws crossplane crossplane-provider terrajet
Last synced: 04 Apr 2025
https://github.com/awslabs/route53-infima
Library for managing service-level fault isolation using Amazon Route 53.
Last synced: 16 May 2025
https://github.com/awslabs/statelint
A Ruby gem that provides a command-line validator for Amazon States Language JSON files.
Last synced: 01 Apr 2025