serverless-sme

serverless-sme is an agent for Claude Code from aws-samples/sample-claude-code-plugins-for-startups. It costs 47 tokens per session (2,997 once invoked), scanned A, original, MIT-0.

An expert assistant for designing applications that run on managed cloud services and respond to events. It covers AWS services such as Lambda, API Gateway, Step Functions, EventBridge, and DynamoDB.

In plain words
What is it for?
Use it to design event-driven systems, improve Lambda performance, estimate serverless costs, and build workflows that connect triggers, functions, and data storage.
Why use it?
It helps address architecture, performance, workflow, and cost questions without requiring the developer to know how these cloud services fit together.

Agent for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the aws-dev-toolkit plugin — 35 skills, 11 agents, 3 MCP servers shipped together

Good fit Use it to design event-driven systems, improve Lambda performance, estimate serverless costs, and build workflows that connect triggers, functions, and data storage.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme
About the project

Claude Code Plugin Marketplace for Startups on AWS is a collection of Claude Code plugins for teams building, migrating, or reviewing applications on AWS. Developers add the marketplace and install plugins that provide skills, sub-agents, and MCP servers. The catalogue entries are components of this marketplace.

aws-samples/sample-claude-code-plugins-for-startups · 15 stars · on GitHub

Install

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.

Clone the repo
git clone --depth 1 https://github.com/aws-samples/sample-claude-code-plugins-for-startups

Made for: Claude Code.

Or install aws-dev-toolkit, the plugin that ships this one along with the rest of its 35 skills, 11 agents, 3 MCP servers.

Wrote 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.

agentmods badge for serverless-sme

README.md
[![agentmods](https://agentmods.dev/badge/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme/github.svg)](https://agentmods.dev/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme)
Your own site
<a href="https://agentmods.dev/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme"><img src="https://agentmods.dev/badge/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme/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.

agentmods 80×15 button for serverless-sme

Your own site · 80×15
<a href="https://agentmods.dev/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme"><img src="https://agentmods.dev/badge/agents/aws-samples/sample-claude-code-plugins-for-startups/serverless-sme.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,997 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00047 $0.02997
Opus 5.5 $0.00019 $0.01199
Sonnet 5.5 $0.00009 $0.00599
Haiku 4.5 $0.00005 $0.00300

Measured 2mo ago against content hash 9ad3712cbd31, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

serverless-sme 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 2mo 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.

plugins/aws-dev-toolkit/agents/serverless-sme.md · 299 lines

The source is not reproduced here

Licensed MIT-0

The repository is licensed MIT-0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

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.

  1. 2mo ago First seen · 299 lines · 47 tokens per session scan A 9ad3712cbd31

Subscribe to this mod's changes

serverless-sme is an agent published in the GitHub repository aws-samples/sample-claude-code-plugins-for-startups (15 stars, last pushed 2mo ago), licensed MIT-0. It adds 47 tokens to every session and 2,997 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.

Related

serverless-sme compared with agents from other repositories

serverless-sme next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
serverless-smeaws-samples/sample-claude-code-plugins-for-startupsAgent152mo agoMIT-0A47Claude Code
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servjeremylongshore/tons-of-skills-marketplaceAgent2.9kyesterdayMITA64Claude Code
backend-architectmonoes/monomindAgent23todayApache-2.0A28Claude Code
gcp-cloud-architectandisab/swe-marketplaceAgent21yesterdayMITA47Claude Code
drupal-ddevsiva01c/claude-pluginsAgent16yesterdayMITA41Claude Code
hono-buildersmicolon/ai-kitAgent71mo agoMITA24Claude Code