aws-agents

Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore, connecting tools, memory, policies, evaluation, debugging, and production hardening.

Install

If the official marketplace isn’t added yet, run

Category: Development
Author: Amazon Web Services
GitHub: aws/agent-toolkit-for-aws

Good for

Scaffold AI agents with Amazon Bedrock AgentCore
Connect tools, memory and policies to an agent
Evaluate and debug agents
Harden agents for production

Getting started

Install with /plugin install aws-agents@claude-plugins-official
If you get Plugin not found, run /plugin marketplace update claude-plugins-official first
Ask Claude to build, deploy or debug your agent on AWS

Before you install

The plugin bundles the AWS MCP Server configuration and agent skills, and works against your own AWS account.

Summarized by AI from the project docs; check the official docs before relying on it.

Similar tools

aws-agents-for-devsecopsOfficial plugin · Development
Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run penetration tests with AWS DevOps Agent and AWS Security Agent.
aws-coreOfficial plugin · Development
Build, deploy, and operate applications on AWS. Skills to author infrastructure-as-code, use core services, and complete common tasks.
aws-data-analyticsOfficial plugin · Development
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.
aws-startup-advisorOfficial plugin · Development
Personalized AWS guidance built on patterns from 350,000+ startups. Get architecture, cost, and security recommendations matched to your stage, from day-one account setup to production-ready infrastructure. Migrate to AWS from Azure, GCP, or Heroku with resource discovery, cost estimates, and generated Terraform. Move OpenAI, Azure OpenAI, and Gemini code to Amazon Bedrock, and plan and prototype AI agents on AgentCore and other AWS runtimes. Includes AWS Activate credits eligibility, 60+ exclusive startup offers, and multi-account, multi-region support. Built by AWS Startup Solutions Architects.
migration-to-awsOfficial plugin · Development
Plan a migration from Google Cloud Platform (and OpenAI/Gemini AI workloads) to AWS. Analyzes your Infrastructure-as-Code files, app code, and GCP billing data to discover resources, design an AWS architecture, estimate costs, and generate migration artifacts — including AI-provider mapping to Amazon Bedrock. Processing is local; your data stays in your environment.