AI2Web

AI2Web

An MCP server for Claude and ChatGPT that discovers AI-ready websites and acts on them. It fronts the AI2Web Discovery Network with three tools: find_sites, describe_site, and call_site_action. Actions are approval-gated and SSRF-guarded, and no site needs to adopt anything, Claude and ChatGPT already allow third-party MCP connectors. Install: npx @ai2web/connector.

Category
Visit Server

README

<div align="center"> <a href="https://ai2web.dev"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/ai2web-foundation/.github/main/profile/ai2web-logo-white.svg"> <img alt="AI2Web" src="https://raw.githubusercontent.com/ai2web-foundation/.github/main/profile/ai2web-logo-black.svg" width="200"> </picture> </a> </div>

AI2Web JavaScript/TypeScript framework (@ai2web/*)

AI2Web on Launchpadly - Product of the Week (Gold)

CI npm

The reference framework for the AI2Web protocol. Describe your website's capabilities once; generate the manifest, routes, and adapters.

TypeScript, JavaScript, or React. The packages are authored in TypeScript but published as standard ESM JavaScript with bundled type declarations, so they run unchanged in plain JS. @ai2web/react adds hooks and an embeddable badge for React apps, and a framework-free <ai2w-badge> web component works in any HTML page with no build step. See examples/.

Packages

Package Status Purpose
@ai2web/core ✅ scaffolded Types, capability model, fluent manifest builder, validation + AI Readiness scoring, discovery client, export projections (toLlmsTxt / toAgentJson, RFC-0015), and the shared executeOperation guard (RFC-0006 §3: approval by risk tier, same-origin credentials, SSRF) that every adapter routes through.
@ai2web/validator ✅ scaffolded ai2web validate <url> CLI → per-capability report + AI Readiness Score + tier.
@ai2web/server ✅ scaffolded Framework-agnostic /ai2w, /ai2w/*, negotiation and action route handler, plus multi-surface projections (/llms.txt, /.well-known/agent.json, RFC-0015); Cloudflare Workers and Node adapters.
@ai2web/mcp-bridge ✅ scaffolded Expose declared capabilities as an MCP server (usable in Claude/ChatGPT today).
@ai2web/graphql-adapter ✅ scaffolded Project the declared model as a GraphQL schema (SDL + resolvers); GET actions become Query fields, writes become Mutations.
@ai2web/acp-adapter ✅ scaffolded Drive a site's advertised ACP checkout transport (RFC-0005 Profile 1); the payment step stays approval-gated.
@ai2web/ap2-adapter ✅ scaffolded Drive a site's advertised AP2 (Agent Payments Protocol) merchant transport: create a signed Cart Mandate, settle a Payment Mandate; the payment step stays approval-gated.
@ai2web/nlweb-adapter ✅ scaffolded Query a site's advertised NLWeb (nlweb.ai) ask endpoint in natural language; routes through the shared guarded, SSRF-checked executor.
@ai2web/openapi-adapter ✅ scaffolded Describe the declared actions as an OpenAPI 3.1 document; auth becomes security, risk/approval become x-ai2w-* extensions.
@ai2web/connector ✅ scaffolded Agent-side connector: one MCP server that fronts the Discovery Network and acts on sites.
@ai2web/react ✅ scaffolded React bindings: useDiscover / useValidate / useNegotiate hooks and an embeddable <Ai2wBadge>. React is an optional peer dependency.
@ai2web/hono ✅ scaffolded Hono middleware: app.use("*", ai2w({ manifest, actions })) serves every AI2Web route and passes the rest through. Edge-native (Workers/Bun/Deno).
@ai2web/astro ✅ scaffolded Astro integration (auto-wires the routes) + a createAi2wRoute endpoint factory. Serves from your manifest under SSR/hybrid output.
@ai2web/nuxt ✅ scaffolded Nuxt module: add "@ai2web/nuxt" and point it at your config module; it registers the Nitro server routes for every AI2Web path.

The executing adapters (MCP, GraphQL, ACP) derive their surface from the same manifest and run through the one executeOperation in @ai2web/core, so none can expose an undeclared capability or drift on the security contract; the OpenAPI adapter is descriptive but likewise describes only declared actions and preserves their auth/risk semantics. Conformance is enforced in CI by scripts/adapter-conformance.ts (MCP), scripts/adapter-graphql-acp.ts (GraphQL + ACP), and scripts/adapter-openapi.ts (OpenAPI).

Try the validator now (zero-dependency)

Before the TypeScript build, a runnable mirror lives at scripts/validate.mjs:

node scripts/validate.mjs ../ai2web-spec/examples/ecommerce.json   # → AI Readiness Score 100/100
node scripts/validate.mjs https://some-site.com                    # fetches /ai2w with well-known fallback

Describe a site once (builder)

import { ai2web } from "@ai2web/core";

const manifest = ai2web({ name: "Example Store", url: "https://example.com", type: "ecommerce" })
  .capability("content")
  .capability("commerce", { endpoint: "/ai2w/products", checkout: true })
  .transports({ mcp: { enabled: true, endpoint: "/ai2w/mcp" }, rest: { enabled: true, base: "/ai2w" } })
  .auth({ methods: ["none", "oauth2"], oauth2: { pkce: true, scopes: ["read_products", "checkout"] } })
  .consent({ requires_user_approval_for: ["purchase", "payment"] })
  .events({ endpoint: "/ai2w/events", types: ["order.shipped", "price.drop"] })
  .build();

Build (once dependencies are installed)

npm install
npm run build          # tsc --build across workspaces

Licence

MIT.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured