Mercado Libre Scraper

Extract product listings, seller ratings, pricing in local currencies, and shipping data from Mercado Libre. Built on spider-browser .

Get started Docs

target
mercadolibre.com: success rate
99.9%: latency
~4ms

POST /fetch/mercadolibre.com/

return_format

curl -X POST https://api.spider.cloud/fetch/mercadolibre.com/ \
  -H "Authorization: Bearer $SPIDER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

200 OK · cache hit · response shape

{
  "url": "https://mercadolibre.com/",
  "status": 200,
  "data": {
    "product_name": "string",
    "price": "string",
    "currency": "string",
    "seller": "string",
    "rating": "string",
    "sold_count": "string",
    "shipping": "string",
    "location": "string"
  }
}

# Mercado Libre Scraper

**Product name**: string
**Price**: string
**Currency**: string
**Seller**: string
**Rating**: string
**Sold count**: string
**Shipping**: string
**Location**: string

Quick start

Extract data in minutes.

Structured JSON from mercadolibre.com with a single POST. AI-resolved selectors, cached on the first call.

mercado-libre-scraper.ts

import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
  stealth: 2,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://listado.mercadolibre.com.mx/celulares-smartphones");
await page.content(10000);

const data = await page.evaluate(`(() => {
  const items = [];
  document.querySelectorAll("li[class*='item'], a[href*='/MLM-'], a[href*='/MLA-']").forEach(el => {
    const name = el.querySelector("h2, h3, [class*='title']")?.textContent?.trim();
    const price = el.querySelector("span")?.textContent?.match(/[d,.]+/)?.[0];
    const shipping = el.querySelector("span")?.textContent?.match(/envío|shipping|free/i)?.[0];
    if (name) items.push({ name, price, shipping });
  });
  return JSON.stringify({ total: items.length, items: items.slice(0, 10) });
})()`);

console.log(JSON.parse(data));
await spider.close();

curl -X POST https://api.spider.cloud/fetch/mercadolibre.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/mercadolibre.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())

const resp = await fetch("https://api.spider.cloud/fetch/mercadolibre.com/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);