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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 website and generates a standards-compliant /llms.txt manifest plus 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-manifest)
Output
Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from the crawled website, structured so AI agents can directly consume documentation context, discover capabilities, and understand the site's API or product surface.
Example use cases
Make API docs AI-agent discoverable
“Take the documentation at https://docs.openai.com and generate a proper llms.txt manifest and JSON-LD schema bundle so my AI agents can easily consume and understand the full API context.”
Generate llms.txt for SaaS onboarding
“Our SaaS product at https://app.acmecorp.com/docs doesn't have an llms.txt yet — can you crawl it and produce a standards-compliant agent manifest we can publish?”
Prepare competitor docs for agent analysis
“Crawl https://docs.notion.so and compile an llms.txt and JSON-LD schema bundle so I can feed structured documentation context into my research agent.”
Technical details
Endpoint
GEThttps://serp-extract.agentdiet.dev/v1/agent-manifest?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to make a website or documentation portal discoverable by AI agents by producing a standards-compliant /llms.txt manifest. It is especially useful for developer tooling automation, agent onboarding pipelines, or when preparing third-party documentation for ingestion into an LLM context window. Prefer it over manual llms.txt authoring when the source site is large, dynamic, or changes frequently.
Side effects
- URL is unreachable or returns non-200 status — crawl fails with an error response
- Target site blocks crawlers via robots.txt or rate limiting — partial or empty manifest returned
- Malformed or missing URL parameter — validation error returned
- Site has no machine-readable documentation structure — low-quality or sparse manifest generated
- Timeout if the target site is very large or slow to respond
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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