AgentReadyCheck
Run a free check

Most sites are invisible to AI agents.

Yours does not have to be. Paste your URL and see exactly which of the three layers you are missing, and how to fix them.

Waiting llms.txt
Waiting OpenAPI spec
Waiting MCP endpoint

Runs server-side in a few seconds. Nothing is stored. Static sites can pass too. See a real setup →

The three layers

What "agent-ready" actually means.

Agents look for three things in order: a file that says you exist, a spec that says what you offer, and an endpoint they can call. Most sites have none of them, so agents guess, misquote, or move on.

llms.txtDiscovery file

A plain-text file at your root that introduces your site to an agent: who you are, what you sell, and where to look next.

Agents find you instead of guessing from scraped HTML.

OpenAPI specCapability spec

A machine-readable description of what your site can do, declared in llms.txt so agents read your catalog without crawling.

Agents describe your offering accurately, not approximately.

MCP endpointCallable endpoint

A live server agents can actually call, with the right guards and a verified profile, so they can transact, not just read.

Commerce agents can connect and act on your behalf.

Why it matters

As more people delegate research and buying to AI agents, agent-readiness is the difference between being found and being skipped. The three layers take an afternoon to add. Being invisible costs you every query you never see.

See it in action

One afternoon, invisible to agent-ready.

How a real storefront went from unreadable to fully agent-ready, layer by layer.

Arked Coffee storefront
Case study
Arked Coffee

A Shopify coffee roaster added all three layers in an afternoon: an llms.txt, a valid OpenAPI spec, and a storefront agents can find and call.

Read the case study →
What we would fix

A low score is not bad news. It is a to-do list.

Every check that fails comes with a plain-English fix. Here is how we close each gap.

No discovery file?

We write an llms.txt that tells agents who you are, what you sell, and where they should look next. Real content in your brand voice, not boilerplate.

No capability spec?

We publish a valid OpenAPI 3.1.0 file and declare it in llms.txt, so agents can read your catalog without crawling.

No callable endpoint?

We stand up an MCP endpoint with the right guards and a verified profile, so agents can actually transact, not just read.

Two ways forward

Check it free. Or have us set it up.

The check is always free and runs as many times as you like. If you would rather not touch it yourself, we will.

Free check
$0unlimited

Paste a URL, get a score out of 100 across all three layers, plus exactly what is missing and how to fix it yourself.

  • Score and per-layer breakdown
  • A fix link for every gap
  • Server-side, nothing stored
Questions

Good to know.

A few seconds. We run the three probes server-side in parallel and return a score as soon as they answer.

No. The check runs server-side in a few seconds and nothing is saved. Run it as many times as you like.

Agents can describe you accurately, answer questions about what you offer, and (with an MCP endpoint) actually transact with you. As more people delegate research and buying to agents, that is the difference between being found and being skipped.

No. We check that the three layers are present and basically valid, not that every field is perfect. It is a fast readiness signal, not a full lint.

No. Probes identify as AgentReadyCheck/1.0 so you can allowlist them. When access protection answers instead of your file, we report it as "couldn't check", never as a failure.

Have us set it up · $495

Flat $495 for one site: we add the layers you are missing and verify it scores green here. Tell us where to reply and we will send next steps.