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aws-startup-advisor
aws/agent-toolkit-for-awsPlugin
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.
Why this score
This repo hosts 5 add-ons, so its 3,395 stars are split between them (about 679 each) for scoring.
Popularity score: 78/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 22, 2026 at commit b310d1c46b4c, first 300 source files (it's a large repo), with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.skills/llm-to-bedrock/scripts/resolve_source_model.py:109
- Runs shell commands Common for dev tools. Read the commands it runs.agents/llm2bedrock-code-rewriter.md:111, scripts/check-bedrock-pricing-parity.py:49, skills/operate-on-aws/references/readiness.md:166
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/check-bedrock-pricing-parity.py and 2 more
- Makes network requestsscripts/telemetry/metric_emission/client.py:232, skills/azure-to-aws/references/vendored/telemetry/metric_emission/client.py:232, skills/gcp-to-aws/references/vendored/telemetry/metric_emission/client.py:232 and 13 more
- Uses dependencies without a pinned version A later version of a dependency could change what runs.skills/agent-advisor/scripts/pyproject.toml:6, skills/llm-to-bedrock/scripts/pyproject.toml:6 and 4 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneaws-startup-advisor aws/agent-toolkit-for-aws · Plugin | 78 | ★ 3.4k | not measured | today |
| migration-to-aws awslabs/startups · Plugin Also for AWS | 64 | ★ 25 | not measured | 9d ago |
| bangumi-advisor whiteguo233/OpenBiliClaw · Skill Both about advisor | 74 | ★ 3.5k | ≈10 always | 16d ago |
| deploy-on-aws awslabs/agent-plugins · Plugin Also for AWS | 71 | ★ 935 | not measured | 3d ago |
| aws-cloudtrail BagelHole/DevOps-Security-Agent-Skills · Skill Also for AWS | 59 | ★ 1.2k | ≈34 always | 6mo ago |
| aws-cloud-patterns rohitg00/awesome-claude-code-toolkit · Skill Also for AWS | 66 | ★ 2.7k | ≈29 always | 6mo ago |