Public grade
Can an agent use this?
AI agents do not browse like people. They look for public files they can parse — llms.txt, OpenAPI, MCP, pricing. If those are missing, they skip you. Paste a URL. We crawl what an agent crawls and put the grade on a public board. Rank is the score.
Site owners
See whether an agent can actually find, call, and pay you. The grade lists the missing files so you can publish them before the next crawl — and before traffic goes to a site that already did.
Agent builders
Query a ranked list of hosts that already speak machine. Skip guesswork, CAPTCHAs, and docs written only for humans. GET /api/board.
Why it is public
Agents will not fill out a form. If instructions and prices are not at well-known URLs, you are invisible. A public F-to-A grade is cheaper than a failed integration. Featured is a pin, not a better score.