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LLMs.txt & Agent Documentation Context Compiler
LLMs.txt & Agent Documentation Context Compiler is a paid API for AI agents from preflight.agentdiet.dev, paid per call via MPP, $0.015/call, status unknown (last checked 2026-10-21).
Crawls any documentation or SaaS website URL and generates a standards-compliant /llms.txt manifest plus JSON-LD schema bundle for AI agent consumption
Price / call$0.015
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://preflight.agentdiet.dev/v1/llms-generator)
Output
Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, ready for direct consumption by AI agents, LLMs, and MCP-compatible tools. The output is structured to describe the site's documentation, APIs, and capabilities in a format optimised for agent reasoning and tool selection.
Example use cases
Make your own docs AI-agent ready
“Crawl my product documentation at https://docs.mycompany.com and produce an llms.txt manifest so AI agents can understand and navigate my API docs without any extra setup.”
Index a third-party SaaS for agent use
“I want my agent to be able to work with Notion — can you crawl https://developers.notion.com and compile a standards-compliant llms.txt and JSON-LD schema bundle for it?”
Audit competitor docs for agent compatibility
“Crawl https://docs.salesforce.com and generate an llms.txt manifest for it — I want to see what an AI agent would get as structured context when trying to use their platform.”
Technical details
Endpoint
GEThttps://preflight.agentdiet.dev/v1/llms-generator?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to make a documentation or SaaS site machine-readable for AI agents by generating a standards-compliant /llms.txt manifest and JSON-LD schema bundle. It is ideal when onboarding a new tool or API into an agent workflow, when you want to index third-party documentation for agent context, or when building an MCP-compatible agent that needs structured site metadata. Prefer this over general web scrapers when the goal is specifically to produce an agent-consumable manifest rather than raw content extraction.
Side effects
- Invalid or unreachable URL returns an error with no manifest produced
- Heavily JavaScript-rendered sites may yield incomplete crawl results
- Rate-limited or bot-blocked sites may fail to return content
- Very large documentation sites may produce truncated manifests
- Malformed URL input (missing protocol, typos) causes immediate validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Website URL to crawl and generate a ready-to-consume /llms.txt manifest for |
Output
Schema · Response
{
"type": "object"
}Reviews
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