# ScriptMasterLabs Scraper Proxy – URL to LLM-Ready Markdown

> ScriptMasterLabs Scraper Proxy – URL to LLM-Ready Markdown is a paid API for AI agents from scriptmasterlabs.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).

Fetches a public HTTPS URL, scrapes the page, and returns clean agent-safety-validated Markdown ready for LLM consumption.

## Facts

- Endpoint: GET https://scriptmasterlabs.com/v1/scrape?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-30
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/scriptmasterlabs-scraper-proxy-url-to-llm-ready-markdown-f5c0cf1b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_MivivNIxyCvMndt81gZgs

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 scriptmasterlabs-scraper-proxy-url-to-llm-ready-markdown-f5c0cf1b
```

Example prompt: Grab the content of https://en.wikipedia.org/wiki/Markdown and give it back to me as clean, LLM-ready markdown so I can summarize it.

## When to prefer this

Choose this endpoint when an AI agent needs to read the live content of a specific public webpage and receive it as clean, validated Markdown optimized for LLM processing. Especially useful when anti-bot bypass is needed, when you want agent-safety validation on the content, and when per-call pricing (no subscription) fits your usage pattern.

## Known failure modes

- Invalid or non-public URL returns an error with no charge
- Anti-bot measures that cannot be bypassed return a failure status
- Garbled or unsafe content is rejected with no charge and an error status
- Non-HTTPS URLs are rejected by the required schema
- Payment failure via x402 protocol blocks the request

## How this service works

x402 pay-per-call APIs, MCP servers and practical AI field guides from a veteran-owned lab. Verify the provider, then pay per accepted call.

## Output

A JSON object containing: status ('ready'), product name ('SML Scraper Proxy'), the scraped page content as clean Markdown, a token count, and a SHA-256 content hash. If the content is garbled or unsafe, the call is rejected with no charge.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input",
  "output"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "queryParams"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "type": "string",
     "const": "GET"
    },
    "queryParams": {
     "type": "object",
     "required": [
      "url"
     ],
     "properties": {
      "url": {
       "type": "string",
       "description": "Public HTTPS URL to scrape and convert to clean LLM-ready Markdown. Output is agent-safety validated; garbled content is rejected with no charge. Search intents: web scraping, url to markdown, scraper proxy, clean web text, llm ready web, agent web access, anti-bot bypass."
      }
     },
     "additionalProperties": true
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type",
    "example"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "json"
    },
    "example": {
     "type": "object"
    }
   },
   "additionalProperties": false
  }
 },
 "additionalProperties": false
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "status": "ready",
  "product": "SML Scraper Proxy",
  "markdown": "# Example Domain\n\nThis domain is for use in illustrative examples.",
  "tokenCount": 42,
  "contentHash": "sha256:<hex>"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/scriptmasterlabs-scraper-proxy-url-to-llm-ready-markdown-f5c0cf1b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from scriptmasterlabs.com](https://www.zero.xyz/host/scriptmasterlabs.com/llms.txt)