AI search readiness check
Agent discovery files are published
Machine readable discovery files such as an MCP server card, an API catalog and an OpenAPI document are available.
info severityai.agent-discoveryInformation only, never scored
Run this check on your site
Runs just this check in quick mode. The report opens with the evidence and the fix.
Why it matters
Discovery files tell agents what a site exposes to machines. They are optional, but they remove guesswork for any integration.
How to fix it
Publish an OpenAPI document and, if the site exposes an MCP server, a server card under /.well-known/.
The details
- Category
- AI search readiness
- Severity of a failure
- info
- Confidence
- medium
- Needs a browser
- No
- Check id
- ai.agent-discovery
References
Free tools that run this check
llms.txt Validatorllms.txt is a Markdown file that gives language models a short, curated map of a site. Check that yours is published, follows the proposed format and links to pages that work.AI Search Readiness CheckerGenerative engine optimization starts with access. Check that AI assistants can crawl your pages, receive the real content rather than a block page, and read it without running JavaScript.