AWS Startups

AI agent plugins, tools, and resources for startup builders on AWS.

Plugins

Plugin	Description	Status
migration-to-aws	Assess & plan: migrate GCP/Azure infrastructure and AI workloads to AWS with resource discovery, architecture mapping, cost analysis, and Terraform generation	Available
ai-to-aws	Execute: rewrite LLM SDK calls to Amazon Bedrock, evaluate output quality against your test cases, and deliver a ready-to-merge git branch	Available
aws-dev-toolkit	AWS development toolkit — 35 skills, 11 agents, and 3 MCP servers for building, migrating, and architecture reviews on AWS	Available

Installation

Claude Code

# Add the marketplace
/plugin marketplace add awslabs/startups

# Install plugins
/plugin install migration-to-aws@startups-for-aws
/plugin install ai-to-aws@startups-for-aws

Codex

codex plugin marketplace add awslabs/startups
codex plugin install migration-to-aws
codex plugin install ai-to-aws

Cursor

Coming soon — Plugins are not yet published on the Cursor Marketplace.

How migration-to-aws and ai-to-aws Work Together

migration-to-aws handles assessment and planning — it scans your infrastructure (Terraform, billing, source code), maps services to AWS equivalents, estimates costs, and generates validated Terraform configurations and migration scripts.

ai-to-aws handles execution for AI/LLM migrations — it takes the assessment from migration-to-aws, rewrites your SDK calls to Amazon Bedrock's Converse API, runs quality evaluation against a golden dataset, and delivers the changes on a git branch ready to merge. (On platforms without subagent dispatch it runs in inline mode — slower, but fully functional.)

┌─────────────────────┐         ┌─────────────────────┐
│  migration-to-aws   │         │     ai-to-aws       │
│                     │         │                     │
│  Discover           │         │  Assess (delegates) │
│  Clarify            │────────▶│  Rewrite            │
│  Design             │         │  Evaluate           │
│  Estimate           │         │  Report             │
│  Generate           │         │                     │
└─────────────────────┘         └─────────────────────┘
     Plan & Artifacts               Execute & Verify

Repository Structure

Each top-level folder is owned by a team and contains their plugins, tools, or resources:

awslabs/startups/
├── .claude-plugin/marketplace.json   # Plugin marketplace (lists all plugins)
├── migrate/                          # Migration tools and plugins
│   └── plugins/
│       ├── migration-to-aws/         # Assess & plan
│       └── ai-to-aws/                # Execute (AI/LLM migrations)
├── solution-architecture/            # Solution Architecture plugins (aws-dev-toolkit)
└── ...                               # Future team folders

Adding a Plugin

To add a new plugin to the marketplace:

1. Create your plugin under your team's folder (e.g., migrate/plugins/my-plugin/)
2. Include a .claude-plugin/plugin.json manifest in your plugin directory
3. Add an entry to the root .claude-plugin/marketplace.json:

{
  "name": "my-plugin",
  "source": "./my-team-folder/plugins/my-plugin",
  "version": "1.0.0",
  "description": "What your plugin does"
}

1. Submit a PR — requires approval from @awslabs/startups-admins (for marketplace changes) and your team's CODEOWNERS (for plugin content)

Contributing

See CONTRIBUTING.md for contribution guidelines, the first-time publishing process, and documentation requirements.

Security

See CONTRIBUTING for security issue notifications.

License

This project is licensed under the Apache-2.0 License. See LICENSE for details.