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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 mcp-security.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://mcp-security.agentdiet.dev/v1/discovery-manifest)
Output
Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the target website. The manifest is structured for direct consumption by AI agents and MCP-compatible systems, including page titles, descriptions, section metadata, and structured schema annotations.
Example use cases
Developer docs AI-readiness prep
“Please crawl https://docs.myproduct.com and generate a ready-to-consume /llms.txt manifest and JSON-LD schema bundle so I can make our developer documentation discoverable by AI agents.”
Competitor SaaS context extraction
“Crawl https://www.notion.so and compile a standards-compliant /llms.txt manifest for it — I want a structured agent documentation context I can feed into our research workflow.”
Internal tool agent onboarding
“Can you generate an llms.txt manifest for https://wiki.internal.acme.com so our AI agents can automatically discover what tools and endpoints are available there?”
Technical details
Endpoint
GEThttps://mcp-security.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to make any website or SaaS documentation AI-agent-ready by producing a standards-compliant /llms.txt manifest without manual authoring. It is especially valuable when onboarding a new tool or documentation source into an agent workflow, when building MCP-compatible discovery systems, or when you need a JSON-LD schema bundle alongside the manifest in a single automated step.
Side effects
- Invalid or unreachable URL returns an error with HTTP 4xx
- Rate-limited or bot-blocked sites may return incomplete manifests
- Sites with no discoverable documentation structure may yield sparse output
- Malformed URLs or missing required 'url' parameter return validation errors
- Payment failure (x402) results in 402 response before crawl begins
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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