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Perspective18 Oct 2026 · Perspective

Agent-first websites

Felix Hellström

Felix Hellström

Founder, Klarhimmel

Context Vault conceptual illustration

More and more people ask an AI agent before they open a website. "Find me a baker in Malmö who takes orders for Saturday." "What does this agency charge?" The agent opens the site, reads what it can, and guesses the rest.

A guess is the problem. Most sites are written for people scrolling a page, not for an agent trying to answer one question. Prices sit in a PDF. What works today and what is "coming soon" look the same. The agent can't book anything and can't tell who to talk to, so it either makes something up or sends the person somewhere else.

We think every website should have a front desk that agents can talk to directly. Not a scraper-friendly page: a small, honest service that answers the questions a front desk answers, in a form an agent can use.

What ours does

klarhimmel.com now has one, at https://klarhimmel.com/mcp. It speaks MCP, the protocol most AI agents already use for tools, so you can add it to Claude Code, ChatGPT's developer mode or any MCP client in one step. It has four tools:

1. Ask Klarhimmel. What we do, what works today, what is free, what isn't live yet, and which page to read. It answers only from the same facts our own site shows, built from the pages themselves, so it can't promise what we don't do. 2. Prices. What is free and what the plans cost. 3. Start a page. A link that opens our homepage with the person's business filled in. They press Enter and get a first website in a few seconds. The agent can't build or buy anything by itself: the person stays in charge. 4. Talk to Felix. A drafted email and a booking link. Nothing is sent until the person sends it.

There is no AI model behind it. The agent asking is already a model; it needs facts, not another opinion. So it costs us nothing to run, it stores nothing anyone asks, and it can't drift from what the site says.

How an agent should find it

The MCP community is already working on discovery: "server cards" served from a .well-known address on the site (proposals SEP-1649 and its successor SEP-2127). We'll serve one as soon as the path settles, and we suggest everyone does.

Until then there is a file many agents already read: llms.txt, the plain-text map of a site for language models (llmstxt.org). Our proposal is one line in it:

> Front desk: https://klarhimmel.com/mcp (MCP, Streamable HTTP)

One line, in a file that already exists, that any agent reading llms.txt can follow today. When the server card is standard, the line points to the same place.

What a good front desk promises

If you build one for your own site, we'd suggest four rules. We hold ourselves to them:

  • Only what is true today. The facts come from the live site, and anything not working yet is labelled "not yet".
  • The person decides. Links and drafts, never purchases, bookings or messages sent on someone's behalf.
  • Nothing kept. Answer the question and forget it, unless the person signs up.
  • One door to a human. Every answer can end with "talk to a person", and that link always works.

Try it

Add https://klarhimmel.com/mcp to your agent and ask it what Klarhimmel does. If you run a website, give it a front desk and add the line to your llms.txt. If you think the line should look different, tell us: we'd rather agree on one line than have a hundred.

Start with a page for your business

Describe your business or paste your website, and a first page builds while you watch. Free, no card, no sign-in.