TensorPass
For AI providersRead the docs

Add AI to your site with no inference bill

You stop budgeting inference and holding features back for an uncertain return. Each visitor answers with their own ChatGPT, Claude or Gemini account, so your AI usage grows with your audience at no cost to you.

Read the quickstartFor AI providers

Your site

taamtaam.com
A dairy dinner near Paris 17 tonight, somewhere quiet?search_restaurants

Three dairy restaurants near Paris 17 are open tonight.

question + toolsanswer

The visitor's AI Wallet

Claude answers taamtaam.comThe keys stay here
visitor's accountanswer

The visitor's provider

ClaudeVisitor's plan

One SDK for the three sides of AI on the web

Developers
Ship the feature without the billBuild the AI feature your users want today. Inference runs on their accounts, so cost never decides what ships.
AI providers
Your plans, used across the webEach AI mode built on AI Connect puts your plan to work on sites people already visit, and brings you new subscribers.
Businesses
AI transformation done rightYour catalogue and services become tools any AI can use, on open source building blocks you keep.

Your AI costs stop growing with your traffic

With your own API key, every new visitor who uses your AI adds to your bill, so features wait for a business case. With AI Connect, each visitor brings the plan they already pay for.

  • Ship the feature now. There is no inference budget to approve and no usage cap to set.
  • Usage follows your audience. Your most engaged visitors use the most AI, on their own accounts.
Your monthly inference billIllustration
Your own API keyAI Connect: $0Visitors using your AI feature

Make your site AI native in minutes Coming

Our skills, prompts and MCP templates will be open source and run in the coding agent you already use. They will audit your site, expose what it can do as tools, and add an AI mode on the SDK.

  • Claude Code
  • Cursor
  • Codex
  • Gemini CLI
  • Any agent with skills
  1. > /ai-native audit
Found 3 things visitors ask for:
  search by place and type
  restaurant details
  the list of filters

    Audit your site

    The audit skill will read your pages and your API, and list what visitors would ask an AI on your site.

    • search_restaurantstool
    • get_restauranttool
    • list_filterstool

    Expose your tools

    It will write an MCP server over your search, catalogue or booking. The visitor's AI calls those tools, and your data stays on your server.

  3. npm install @aiconnect/react

    Add AI mode

    It will add the SDK and an AI mode to your pages. Visitors connect their own AI in one tap, and new ones get the wallet from your connect window.

An AI feature in a few lines

The conversation runs in the page. The wallet answers with the visitor's account, and the tool calls go to your MCP server.

  • No API key on your server. The visitor's sign in stays in their wallet, and your site receives the answers.
  • No inference bill. Each answer counts against the visitor's own plan or credits.
  • Your design system. The connect window reads your --aic-* tokens, in light, dark and right to left.
Read the quickstartMCP tools guide
import { AiConnect } from '@aiconnect/core';
import { AiConnectProvider, useAiChat } from '@aiconnect/react';

const client = new AiConnect();

export function App() {
  return (
    <AiConnectProvider client={client}>
      <Search />
    </AiConnectProvider>
  );
}

function Search() {
  // Answers come from the visitor's own AI.
  const { turns, send } = useAiChat({ system, tools });
}
ChatGPT
Claude
Gemini
Auto
your-site.com
Claude

What your visitors get

AI Wallet lives in Chrome's side panel. Visitors approve your site once, pick the account it answers with, and see when it is answering.

  • One account per site, or Auto, which answers with the account that has the most room left.
  • The stripe on each card shows the room left on the visitor's plan.
  • A Stop button, and the list of sites that hold a key, each one revocable.

The accounts your visitors bring

Visitors sign in with their plan or paste an API key. Your code stays the same for all of them.

For AI providers

Each site that adds an AI mode on AI Connect puts your plan to work on the sites people use every day, and gives visitors without a plan a reason to subscribe.

  • More use of the plans you sell. Your subscribers use their plan on every site with an AI mode.
  • New subscribers. A visitor who wants a site's AI mode picks a provider to sign up with.
  • Your sign in and your limits. Subscribers sign in the way your own apps do, and usage follows your plan's rate limits.
What it brings youTalk to us

What your site sees

Your page receives the answer, the tool calls and the name of the account that answered. Keys and sign ins stay in the visitor's wallet.

  • Bound to your origin. Chrome tells the wallet which site asks, so a page cannot claim another one.
  • Approved by the visitor. The first connect asks the visitor, who can revoke your site at any time.
  • An open protocol. window.aiwallet is documented so other wallets can answer your site.
Security modelWallet protocol
// What a page can ask the wallet
await window.aiwallet.request('status');
// { connected: true, providerName: 'Claude', model }

await window.aiwallet.request('chat', { messages, tools }, onText);
// { role: 'assistant', content, toolCalls }

window.aiwallet.onLink((link) => {
  // The visitor picked another account for this site.
});
taamtaam.com
AI modeAnswered by your Claude account
A dairy dinner near Paris 17 tonight, somewhere quiet?search_restaurantskosher: dairy, city: Paris

Three dairy restaurants near Paris 17 are open tonight. The quietest takes bookings until 21:30 and has a terrace on a side street.

Taamtaam's AI mode

Taamtaam, a kosher restaurant directory, serves its catalogue as an MCP server with 3 tools. Its AI mode searches that catalogue with the visitor's own AI.

Read how it is built

No developers on hand? We make your site AI native in under 24 hours.

Send us your site. We run the audit, build your MCP server and your AI mode, and hand you the code.

How it worksContact us
  1. Audit of your pages and API
  2. MCP server over your data
  3. AI mode live on your site

Build with AI Connect

Start with the quickstart for React, Next.js or plain JavaScript.

Read the docs

Partner as an AI provider

Official sign in, partnership terms and your card in the wallet.

Talk to us

Have it done for you

Your site AI native in under 24 hours, built by our team.

Contact us