---
title: "Agents Get Started - Air Market"
description: "You want to build an agent and have not written anything yet. This helps you pick a framework, set the project up, get it deployed, and make your first call to it, plus running a local dev server whi…"
canonical: "https://airmarket.ai/app/agents-get-started"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Agents Get Started

Skill by [Amazon Web Services](/@aws)

# Agents Get Started

From nothing to a running agent you have actually called

## What this does

You want to build an agent and have not written anything yet. This helps you pick a framework, set the project up, get it deployed, and make your first call to it, plus running a local dev server while you work. Reach for it at the very start; adding to an agent you already have is a different job.

### Top 3 things it does for you

- Start a brand new agent project
- Choose which framework to build on
- Scaffold the project and get it deployed

## Information

**Agents Get Started at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Amazon Web Services](/@aws) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0.0 |
| Size | 24 KB |
| Licence | Apache-2.0 |
| Repository | [aws/agent-toolkit-for-aws](https://github.com/aws/agent-toolkit-for-aws/tree/14780bf3440aa1532eadfbb2ff547f58969fcfb2/plugins/aws-agents/skills/agents-get-started) |
| GitHub stars | 2,420 (as of Nov 2026) |
| Installs | 2,059, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Agents Get Started and flagged nothing. AIR's verdict: **safe**.

**What Agents Get Started's check was run against**

|  |  |
| --- | --- |
| Commit | 14780bf3440aa1532eadfbb2ff547f58969fcfb2 |
| Content hash | c1803456589d4aeea14a0801affc09f3f29e1d9426ae14f9628bca92f39e4157 |
| Files read | [Browse the files at this exact commit](https://github.com/aws/agent-toolkit-for-aws/blob/14780bf3440aa1532eadfbb2ff547f58969fcfb2/plugins/aws-agents/skills/agents-get-started/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Agents Get Started](/security/agents-get-started)

## About Agents Get Started

For developers creating a new agent project or getting started with AgentCore. It handles framework selection, project scaffolding, the first deploy, and the first invocation, and covers local development including the dev server.

It is also the starting point for creating or hosting a new MCP server project.

It is not for adding capabilities to a project you already have, and connecting to an existing MCP server belongs elsewhere; a framework comparison asked in a migration context routes to another skill too.

## What's inside

- SKILL.md - instructions
- references/example-support-agent.md - reference

## Questions

### Is Agents Get Started safe to install?

AIR scanned this exact version of Agents Get Started and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 14780bf3440a, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/agents-get-started.

### How do I install Agents Get Started?

Open https://airmarket.ai/app/agents-get-started on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/aws/agent-toolkit-for-aws/tree/14780bf3440aa1532eadfbb2ff547f58969fcfb2/plugins/aws-agents/skills/agents-get-started. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Amazon Web Services](/@aws)

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Canonical URL: <https://airmarket.ai/app/agents-get-started>