AIR SDK
Wraps Playwright, Puppeteer, or Browser Use pages with collective intelligence for browser automation. Instead of having your agent guess which selectors to use or what actions are possible on a site, this pulls pre-verified capabilities and resilient CSS selectors from a shared knowledge base. The MCP server exposes browse_capabilities and execute_capability tools that let Claude query what's doable on a domain before navigating there, then execute actions with fallback selector resolution. Benchmarks show 400x cost reduction versus LLM-based DOM reasoning for single actions, scaling to 7,000x on multi-step workflows since you skip the inspect-and-reason loop entirely. Privacy-first design means input values and cookies never leave your machine. Install the skill with one command to add AIR tools directly to Claude Desktop, Cursor, or Windsurf.
- GitHub stars
- 1
- tools
- 5
- auth
- Secret needed
- transport
- STDIO
- env var
- 1
- last updated
- Mar 20, 2026
Tools
5 toolsPublic tool metadata for what this MCP can expose to an agent.
extract_urlExtract structured data from any URL — JSON-LD, RSS/Atom feeds, JSON APIs, SPAs. Meta-only results cost 0 credits.
Extract structured data from any URL — JSON-LD, RSS/Atom feeds, JSON APIs, SPAs. Meta-only results cost 0 credits.
No parameter schema in public metadata yet.
browse_capabilitiesDiscover what actions can be automated on a website. Returns confidence scores, tiers, selectors, and universal patterns.
Discover what actions can be automated on a website. Returns confidence scores, tiers, selectors, and universal patterns.
No parameter schema in public metadata yet.
execute_capabilityGet a structured execution plan with CSS selectors, fallbacks, and pattern-matched guidance.
Get a structured execution plan with CSS selectors, fallbacks, and pattern-matched guidance.
No parameter schema in public metadata yet.
report_outcomeReport execution results with optional browserObservations to improve collective intelligence.
Report execution results with optional browserObservations to improve collective intelligence.
No parameter schema in public metadata yet.
extract_contentExtract text and structured sections from local files or remote file URLs such as PDFs, DOCX, PPTX, XLSX, CSV, TXT, MD, HTML, and EML.
Extract text and structured sections from local files or remote file URLs such as PDFs, DOCX, PPTX, XLSX, CSV, TXT, MD, HTML, and EML.
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageConfiguration
AIR_API_KEY*secretAPI key from agentinternetruntime.com/dashboard — free tier includes 1,000 executions/month
Readme
AIR SDK
Collective intelligence for agents. Stop your agents from guessing how to use the web. Let them know what to do. Think; hive mind. Let's make the open agent internet.
Details
- Repository
- github.com/arcededev/air-sdk
- Website
- agentinternetruntime.com/docs/sdk
- Categories
- Web & Browser Automation, Automation & Workflows
- Package
@arcede/air-sdk- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
Related Web & Browser Automation MCP servers
View all
Snapstack Serverbgaze/snapstack-serverLocal always-on server for SnapStack: browser capture intake + MCP over 127.0.0.1.1stars
PWA Debug Layeraryanduntley/pwa-debug-layerDebug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.0stars
Browserspendguard Mcpclauxel/browser-spend-guard-mcpApproval receipts for AI browser purchases.0starsPlaywrightselectorguard Mcpclauxel/playwright-selector-guard-mcpPlaywright selector risk checks with healing suggestions and receipts.0starsPlaywritermcp Mcpclauxel/playwriter-session-cloud-mcpA paid remote MCP for AI agent browser MCP session, built to return verdicts, receipts, usage logs,0stars