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Automated /llms.txt & Agent Documentation Context Compiler
Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from serp-extract.agentdiet.dev, paid per call via MPP, $0.01/call, status unknown (last checked 2026-10-21).
Crawls any documentation or SaaS site URL and generates a standards-compliant /llms.txt manifest and JSON-LD schema bundle for AI agent consumption
Price / call$0.01
Success—
StatusUnknown
How this service works
Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and JSON-LD schema bundle. (Live x402 v2, IETF MPP & MCP endpoint at https://serp-extract.agentdiet.dev/v1/agent-card)
Output
Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from the crawled documentation or SaaS site, formatted for direct AI agent consumption. The output includes structured metadata, page summaries, and schema annotations that allow agents to understand and reference the site's content efficiently.
Example use cases
Onboarding third-party API docs for an agent
“Crawl the Twilio API documentation at https://www.twilio.com/docs and compile an /llms.txt manifest and JSON-LD schema so my agent can reference it natively.”
Making internal SaaS docs agent-readable
“I want to make our product docs at https://docs.myapp.io consumable by AI agents — can you generate a standards-compliant /llms.txt manifest and structured schema bundle from that URL?”
Bootstrapping an agent knowledge base from competitor docs
“Pull down the documentation from https://openai.com/api and compile an agent-ready /llms.txt context file and JSON-LD schema I can feed into my LLM pipeline.”
Technical details
Endpoint
GEThttps://serp-extract.agentdiet.dev/v1/agent-card?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to automatically generate a machine-readable /llms.txt manifest and JSON-LD schema from any public documentation or SaaS website without manual authoring. It is ideal for bootstrapping AI agent knowledge bases, onboarding third-party API docs, or making your own product documentation agent-accessible. Prefer it over manual llms.txt authoring when the target site is large, frequently updated, or when you need structured JSON-LD alongside the manifest.
Side effects
- URL is unreachable or returns a non-200 response — crawl fails with an error
- Site blocks crawlers via robots.txt or bot protection — returns empty or partial manifest
- Malformed or non-documentation URL — output may be low quality or schema-sparse
- Very large sites may produce truncated manifests due to token/page limits
- JavaScript-heavy SPAs may not render content accessible to the crawler
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Website URL to crawl and generate a ready-to-consume /llms.txt manifest for |
| limit | integer | Maximum number of items to return per page (1-100) |
| cursor | string | Opaque pagination cursor for fetching the next page |
Output
Schema · Response
{
"type": "object"
}Reviews
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