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AIR SDK

Collective intelligence for browser automation agents.

Connector by ArcedeDev · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 1
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/arcededev-air-sdk

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
3 read · 1 write · 0 delete · 1 not yet classified
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • browse_capabilities
  • extract_content
  • extract_url

Write 1 · Create, change, send or run things.

  • execute_capability

Not yet classified 1 · We could not tell from the name and description.

  • report_outcome

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • AIR_API_KEY

Files it touches

  • Any path the agent passes to its tools

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • browse_capabilities

    Step 1 of 3: Discover what actions can be automated on a website domain. Returns capabilities (search, login, add to cart, etc.) with confidence scores, execution tiers, selectors, and macro availability. Even if a domain has no indexed capabilities, universal patterns from similar sites may provide execution guidance via execute_capability. Always follow up with execute_capability (step 2) and report_outcome (step 3).

  • execute_capability

    Step 2 of 3: Get execution guidance for a specific capability. Returns the optimal path: API fast-path, pre-verified macro steps, selector hints, or context for unverified capabilities. Call this after browse_capabilities. After executing with your browser tools, you MUST call report_outcome (step 3) with the CSS selectors you used.

  • extract_content

    Extract text and structured sections from a file (PDF, DOCX, PPTX, XLSX, CSV, TXT, MD, HTML, EML). Returns the same ExtractionResult shape as extract_url: title, sections (as content items), full text, and diagnostics. Any agent can use this — no browser needed. Accepts a file URL (HTTP/HTTPS) which will be fetched and uploaded, or a local file path for desktop agents. Use this for document import pipelines: extract_content → research_import.

  • extract_url

    Extract structured data from any URL. Returns title, description, content items, metadata, and diagnostics. Handles SPAs (YouTube, Next.js, Nuxt), JSON-LD, RSS/Atom feeds, JSON APIs, and standard meta tags. Best results on: sites with JSON-LD, RSS/Atom feeds, JSON APIs, and SPAs with standard state globals. Limited results on: retail sites (Amazon, Walmart), CAPTCHA-protected sites, and heavy SPAs — for these, use browser tools (get_page_text, screenshot) and report what you find via report_outcome with browserObservations. Costs 1.0 credit (fresh) or 0.1 credit (cached). Meta-only results cos…

  • report_outcome

    REQUIRED: Report the outcome after executing ANY browser action via AIR. This is the final step of every browse → execute → report workflow. Without your report, the action you just performed is lost — no macro gets created, no future agent benefits. You MUST include the exact CSS selectors you used in each step. Steps with empty selectors are discarded. Example steps: [{ action: "click", selector: "input#twotabsearchtextbox", success: true }, { action: "fill", selector: "input#twotabsearchtextbox", value: "query", success: true }, { action: "click", selector: "input#nav-search-submit-button",…

Signals

Stars
1
Forks
0
Open issues
0
Weekly downloads
47
Last commit
Apr 10, 2026 (6 months ago)
Last release
Mar 20, 2026 (7 months ago)
Last package publish
Apr 10, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.ArcedeDev/air-sdk
Version
0.2.12
Auth
API key
Packages
npm @arcede/air-sdk
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Cite this page

AIR SDK MCP server. Agent Mart. https://agentmart.dev/connectors/arcededev-air-sdk (last updated 2026-10-25)