Best practice agent profiles for different personas using Amazon Q CLI with AWS MCP servers. Includes CloudOps/SRE, Software Developer, DevSecOps, Cloud Architect, Data Engineer, and Database Engin…

Model Context Protocol Servers

Amazon Nova Act is a research preview of a new AI model for developers to build agents that take actions in web browsers

CDK template that deploys real-time voice interaction app using Amazon Nova Sonic with tool use

Mock Coralogix EKS Fargate logs for demonstrating Amazon Q Developer CLI troubleshooting capabilities. Contains 1000 realistic log entries from a microservices architecture with various error scena…

A model-driven approach to building AI agents in just a few lines of code.

Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.

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

Kiro is an agentic IDE that works alongside you from prototype to production.

Kiro Strands Workshop

Self-paced learning materials for Amazon Q CLI with MCP integration, prompting techniques, and SDLC workflow demonstrations for principal software engineers

Comprehensive Amazon Q CLI and Q Developer IDE Extension Demo for AI/MLOps Teams - 60-minute live demonstration materials

Amazon Q CLI for CloudOps & SRE - Complete demo materials with real AWS environment testing and validation

Comprehensive agentic AI applications for various industries using AWS Bedrock AgentCore with Enterprise Platform Services - Finance, Insurance, Retail, Healthcare, Manufacturing, and Real Estate

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

MCP server for AWS security posture assessment and intelligent remediation - Enterprise-grade security analysis with 95/100 security score

Comprehensive framework for migrating COBOL core banking systems from IBM AIX to AWS Linux. Includes migration planning, infrastructure templates, testing frameworks, and compliance guidelines for …

Advanced Amazon Q Developer workshop for Java developers with SQL integration - featuring prompt engineering, security scanning, and DevSecOps best practices

AWS Bedrock Workshop: Building Production-Ready Multi-Agent GenAI Applications using Amazon Bedrock AgentCore SDK and Strands Agents SDK

🏛️ Open source COBOL evaluation framework using MainframeBench dataset. 78% performance on 7,052 tests. Research/educational use only.

Comprehensive Python code upgrade automation strategy using Amazon Q Developer - automated modernization, security scanning, and dependency management for enterprise Python codebases

Amazon Q Developer demonstration: Automate MSSQL stored procedure conversion to dbt models for AWS Redshift

Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.

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

A model-driven approach to building AI agents in just a few lines of code.

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.