Agent Toolkit for AWS is a collection of AWS-supported MCP servers, skills, plugins, commands, and hooks that help AI coding agents build, deploy, and manage applications on AWS. It is used by developers working with AWS services through agents such as Claude Code, Codex, Cursor, and Kiro. The catalogue entries are the toolkit's own agent extensions for AWS development and operations.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/aws/agent-toolkit-for-awsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/aws/agent-toolkit-for-aws/aws-startup-advisor)<a href="https://agentmods.dev/plugins/aws/agent-toolkit-for-aws/aws-startup-advisor"><img src="https://agentmods.dev/badge/plugins/aws/agent-toolkit-for-aws/aws-startup-advisor/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/plugins/aws/agent-toolkit-for-aws/aws-startup-advisor"><img src="https://agentmods.dev/badge/plugins/aws/agent-toolkit-for-aws/aws-startup-advisor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
aws-startup-advisor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- aws-startup-advisor — 86% identical, 21 lines differ
How it starts
The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.
{
"author": {
"name": "Amazon Web Services"
},
"description": "Personalized AWS guidance built on patterns from 350,000+ startups—architecture, cost, security, and migration, from day-one account setup to production-ready infrastructure. Migrate to AWS from Azure, GCP, or Heroku—including your entire AI stack: OpenAI/Gemini/Anthropic SDK rewrites to Amazon Bedrock, agentic systems (LangChain, CrewAI, AutoGen) to AWS-native runtimes, and Temporal workers. Operate what you run with AWS DevOps Agent—incident investigation and release-readiness review, with the cost shown before anything is enabled. Includes AWS Activate credits eligibility and 60+ exclusive startup offers. Built by AWS Startup Solutions Architects, with multi-account, multi-region support.",
"homepage": "https://github.com/aws/agent-toolkit-for-aws",
"keywords": [
"aws",
"startups",
"activate",
"knowledge-base",
"prompt-library",
"gcp",
"google-cloud",
"migration",
"cloud-migration",
"terraform",
"fargate",
"rds",
"aurora",
"eks",
"bedrock",
"ai-migration",
"openai",
"openai-to-bedrock",
"langchain",
"langgraph",
"crewai",
"autogen",
"agentic",
"agents",
"llm-migration",
"cost-estimation",
"heroku",
"heroku-to-aws",
"move-to-aws",
"gemini",
"agentcore",
"agent-runtime",
"llm-to-bedrock",
"temporal",
"durable-execution",
"anthropic",
"claude",
"gcp-to-aws",
"cloud-run",
"cloud-sql",
"gke",
"vertex-ai",
"ecs",
"lambda",
"lambda-microvms",
"elastic-beanstalk",
"postgres",
"redis",
"kafka",
"elasticache",
"msk",
"switch-to-aws",
"cost-comparison",
"pricing-comparison",
"cost-optimization",
"credits",
"architecture",
"well-architected",
"mvp",
"rag",
"bedrock-migration",
"rewrite-sdk-calls",
"deploy-ai-agent",
"choose-agent-runtime",
"azuWhat it installs
The manifest is a name and a version. 12 skills, 1 command, 7 agents travel with it, and installing the plugin installs all of them — 3,111 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill gcp-to-aws A 233 tokens
- Skill heroku-to-aws A 242 tokens
- Skill start-building-for-startups A 211 tokens
- Skill agent-advisor A 237 tokens
- Skill azure-to-aws A 239 tokens
- Skill contextual-offers-for-startups A 204 tokens
- Skill architect-for-startups A 233 tokens
- Skill tf-best-practices A 107 tokens
- Skill knowledge-base-for-startups A 172 tokens
- Skill prompt-library-for-startups A 228 tokens
- Skill operate-on-aws C 242 tokens
- Skill llm-to-bedrock D 191 tokens
- Command usage-data A 14 tokens
- Agent llm2bedrock-prompt-evaluator B 61 tokens
- Agent llm2bedrock-code-analyzer B 52 tokens
- Agent llm2bedrock-log-ingestor B 45 tokens
- Agent generic-phase-worker-rwx B 158 tokens
- Agent generic-phase-worker-rw B 143 tokens
- Agent llm2bedrock-report-generator C 52 tokens
- Agent llm2bedrock-code-rewriter D 47 tokens
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago Changed · -2 lines 1d19cf28b6a7
- 14d ago Changed · +5 lines 7fc4b36f4a34
- 16d ago Changed · +1 lines e4c01d724470
- 20d ago First seen · 89 lines scan A 258d31300947
aws-startup-advisor is a plugin published in the GitHub repository aws/agent-toolkit-for-aws (2,886 stars, last pushed yesterday), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-26.
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