“AWS”

Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider.

Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries.

Migrate workloads from Microsoft Azure to AWS.

AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.

A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.

AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

AWS agent that reviews code for release readiness, tests releases and investigates production incidents across AWS, multicloud and on-prem.

AWS's AI assistant for developers that chats, writes and tests code, upgrades Java and .NET apps, and helps operate AWS

Open-source AI agent that investigates cloud and Kubernetes incidents, writes root-cause analyses and drafts fix pull requests.

Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability.

Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.

Typed Python SDK for building agents with swappable model providers, plus optional capabilities for memory, sub-agents, planning and durable execution.

AWS Startup Advisor

amazonwebservices

Personalized AWS notifications and curated AI prompts for startup builders — security, cost, scalability, and architecture guidance, in your IDE.

AWS Transform

amazonwebservices

The agents modernizing the world's software — now in your IDE.

Awsflow: AWS AI Assistant

NecatiARSLAN

Let AI access AWS services and work for you

AGENTS.md from aws/aws-cdk: 370 lines covering Overview, Your Role, Quick Reference — Commands, Codebase — Non-Obvious Locations and more.

AGENTS.md from aws-amplify/amplify-js: 161 lines covering Repository Overview, Environment, Build & Test Commands (MANDATORY: use yarn), Testing Conventions…

Subagent "debugger" from mock-server/mockserver-monorepo: Production debugger — investigates issues using logs, CI data, metrics, and AWS infrastructure.

AWS platform for deploying and operating production AI agents with any framework and any model.

Fully managed AWS service that gives agents short-term memory within a session and long-term memory across sessions.

Managed AWS sandbox where AI agents write and run code, with pre-built language runtimes and file handling.

AWS service for agents that split requests into steps, call company APIs and query knowledge bases; closed to new customers

Enterprise agent platform for back-office work, with governed Projects, Workflows and an option to self-host in your cloud.

Control plane for models, data, guardrails and observability, plus Agent Builder v2 for deploying dockerized agent apps.

Open-source LLM vulnerability scanner that probes models and apps for prompt injection, data leakage and jailbreaks.

Identity governance for AI agents: finds agents across clouds and platforms, tracks owners and revokes access.