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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 whale-momentum.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 a 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://whale-momentum.agentdiet.dev/v1/agent-manifest)
Output
Returns a standards-compliant /llms.txt manifest and an accompanying JSON-LD schema bundle derived from the crawled documentation or SaaS site, formatted for direct consumption by AI agents and LLM-based workflows.
Example use cases
Making SaaS docs agent-readable
“Our product documentation lives at https://docs.acme.com — can you crawl it and compile an /llms.txt manifest with a JSON-LD schema bundle so AI agents can discover and use our docs without any manual formatting?”
Bootstrapping llms.txt for a developer portal
“I want to make my API reference at https://developer.myapp.io/reference fully accessible to LLMs — please generate a compliant /llms.txt manifest and JSON-LD context from that site.”
Preparing third-party tool context for an agent
“I'm building an AI agent that needs to understand how to use Notion's API — can you crawl https://developers.notion.com and compile a ready-to-consume /llms.txt manifest and schema bundle for me?”
Technical details
Endpoint
GEThttps://whale-momentum.agentdiet.dev/v1/agent-manifest?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to automatically generate an /llms.txt manifest and JSON-LD schema bundle from an existing documentation or SaaS website, especially when you want standards-compliant output (IETF MPP, MCP) without manually authoring the manifest. It is ideal for agent-first developers who want to make their own or third-party documentation discoverable by AI systems, and for workflows where the target site does not already publish an /llms.txt file.
Side effects
- URL is unreachable or returns non-200 status — crawl fails with an error response
- Provided URL is not a documentation or SaaS site — output may be incomplete or malformed
- Site uses heavy JavaScript rendering that blocks the crawler — content may be partially extracted
- URL is behind authentication or a paywall — crawler cannot access gated content
- Rate limiting or bot-detection on the target site — crawl may be blocked or throttled
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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