# AIR SDK

> Use this tool when you need to automate browser interactions with resilience and intelligence, solving problems of fragile CSS selectors and unreliable website navigation. The AIR SDK takes in website pages and agent actions, outputting extracted data, discovered capabilities, and executed outcomes, making it ideal for use cases requiring collective learning and automation. It provides a built-in server with tools for data extraction, capability discovery, action execution, and outcome reporting, improving the reliability of browser automation agents.

Canonical page: https://skillsregistry.net/skills/air-sdk  
JSON: https://api.skillsregistry.net/v1/skills/air-sdk

## Description

AIR SDK provides collective intelligence for browser automation agents. It wraps Playwright, Puppeteer, or Browser Use pages to add resilient CSS selectors, site capability awareness, and automatic fallback resolution. Agents can discover what actions are possible on any website before navigating, reducing token waste and improving reliability. The SDK includes a built-in MCP server exposing four tools: extract data, discover capabilities, execute actions, and report outcomes. Every agent makes the network smarter through collective learning.

## Trust

- **Trust score (0–1):** 0.59
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/air-sdk)
- **Repository:** <https://github.com/arcededev/air-sdk>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "air-sdk"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/air-sdk` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/air-sdk/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt