# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from json-repair.agentdiet.dev, paid per call via MPP, $0.015/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

## Facts

- Endpoint: GET https://json-repair.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyz
- Price: $0.015/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: json-repair.agentdiet.dev
- Website: https://json-repair.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/json-repair-agentdiet-dev-automated-llms-txt-agent-documentation-87a270f6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_yqfCvFDYXeQyZ36G521xN

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability json-repair-agentdiet-dev-automated-llms-txt-agent-documentation-87a270f6
```

Example prompt: Crawl the docs at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can discover and use Stripe's API documentation.

## When to prefer this

Choose this endpoint when you need to automatically generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle from any existing website or documentation portal without manual authoring. It is ideal for bootstrapping AI agent discoverability for SaaS products, developer documentation sites, or internal wikis. Prefer this over manual llms.txt authoring when the target site is large or frequently updated.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest generated
- Site with aggressive bot-blocking or CAPTCHA walls may yield incomplete or empty results
- Very large documentation sites may produce truncated manifests
- Malformed HTML or JavaScript-only rendered pages may reduce extraction quality
- Missing required 'url' parameter returns a validation error

## 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://json-repair.agentdiet.dev/v1/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the supplied URL, containing structured agent-readable documentation context, endpoint descriptions, and discovery metadata ready for AI agent consumption.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "url"
 ],
 "properties": {
  "url": {
   "type": "string",
   "minLength": 1,
   "description": "Website URL to crawl and generate a ready-to-consume /llms.txt manifest for"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/json-repair-agentdiet-dev-automated-llms-txt-agent-documentation-87a270f6/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from json-repair.agentdiet.dev](https://www.zero.xyz/host/json-repair.agentdiet.dev/llms.txt)