Mercado Libre Scraper Mexico (ISP Proxies)

What does Mercado Libre Scraper do?

Mercado Libre Scraper extracts public product listings, prices, and product details from Mercado Libre Mexico (mercadolibre.com.mx) and 17 other Latin American countries. Search by keyword, paste category or product URLs, and get a clean dataset with title, price, discount, seller, reviews, units sold, shipping, condition, location, and images. Turn on detail mode to also get the full specifications table and description.

It works as an easy Mercado Libre API alternative: no Mercado Libre account, API key, or proxies needed. Enter what you want, click Start, and download your data as JSON, CSV, or Excel. You can also run it from an AI agent through MCP.

Why use this Mercado Libre scraper?

• 💰 Low price, no start fee. $0.80 per 1,000 listings. You only pay for results you get.
• ⚡ Fast. A typical search returns 20 results in about 10 seconds.
• 🇲🇽 Built for Mexico. Runs from local Mexican IPs, so you see the same prices, stock, and shipping that Mexican shoppers see.
• 🌎 18 countries. Mexico, Argentina, Brazil, Colombia, Chile, Peru, and more.
• 🤖 Ready for AI agents. Use it from Claude, Cursor, or any MCP client.
• 🔌 Works with your tools. Schedule runs, call it from the API, or connect it to Make, n8n, Zapier, or Google Sheets.

Use cases

• Mercado Libre price monitoring. Track competitors' prices and discounts every day with a scheduled run.
• Market research. See who sells what, at what price, and how many units they've sold.
• Product catalogs. Pull full specifications, descriptions, and photo galleries.
• Seller analysis. Compare reputation, ratings, and official stores.
• E-commerce and dropshipping. Find best-selling products and price gaps across Latin America.

What data can it extract from Mercado Libre?

Field	Description
title	Listing title
price / currency	Current price and currency (MXN in Mexico)
original_price / discount_percent	Price before discount, when shown
condition	New or used
seller_nickname, seller_reputation_level	Seller and reputation
rating_average, reviews_count	Product reviews
sold_quantity	Units sold, when Mercado Libre shows it
free_shipping, shipping_logistic_type	Free shipping and Mercado Libre Full
location_state, location_city	Seller location
item_id, permalink	Product ID and link
images	Thumbnail, plus the full gallery in detail mode
attributes, description	Specifications table and description (detail mode)

How to scrape Mercado Libre prices

1. Click Try for free.
2. Choose a country (Mexico is the default).
3. Enter keywords such as iphone 15, or paste Mercado Libre search, category, or product links.
4. Set Max items, and add filters if you want: price range, new or used, free shipping, official stores, sort order.
5. Turn on Fetch item detail pages only if you need specifications and descriptions.
6. Click Start, then download your data.

How much does it cost to scrape Mercado Libre?

You pay only for results that are saved. No start fee.

Result	Price	Per 1,000
Listing (search result)	$0.0008	$0.80
Listing with full details	$0.003	$3.00

Sponsored listings you skip with Exclude sponsored listings are not charged. To cap your spend, set a maximum cost per run in the run options.

Use with AI agents (MCP)

Give an AI agent live access to Mercado Libre through the Model Context Protocol. Add this Actor to Claude, Cursor, or any MCP client:

$claude mcp add --transport http apify "https://mcp.apify.com?tools=cap-capibara/neuroprox-mercadolibre-scraper"

For Cursor or other MCP clients, add this server URL:

https://mcp.apify.com?tools=cap-capibara/neuroprox-mercadolibre-scraper

Then ask in plain language, for example:

• "Find the 20 cheapest new iPhone 15 listings on Mercado Libre Mexico."
• "Compare prices for Nike running shoes on Mercado Libre Mexico and Argentina."
• "Get the specs and seller rating for this Mercado Libre product: [link]."

The agent runs the scraper and reads back the results. You need an Apify account.

Example input

{
  "siteId": "MLM",
  "searchQueries": ["iphone 15"],
  "maxItems": 50,
  "condition": "new",
  "sort": "price_asc"
}

Example output

{
  "item_id": "MLM1234567890",
  "title": "iPhone 15 128 GB",
  "price": 15999,
  "currency": "MXN",
  "original_price": 18999,
  "discount_percent": 15.79,
  "condition": "new",
  "free_shipping": true,
  "seller_nickname": "TIENDAOFICIAL",
  "location_state": "Ciudad De México",
  "permalink": "https://articulo.mercadolibre.com.mx/MLM-1234567890-...",
  "kind": "listing"
}

FAQ

Which Mercado Libre countries are supported? Mexico, Argentina, Brazil (Mercado Livre), Colombia, Chile, Peru, Uruguay, Venezuela, Ecuador, Bolivia, Panama, Paraguay, Dominican Republic, Costa Rica, Nicaragua, Guatemala, Honduras, and El Salvador.

Do I need the Mercado Libre API, proxies, or an account? No. Everything is included in the price.

Can I monitor Mercado Libre prices automatically? Yes. Create a schedule in Apify (daily or hourly) and send results to Google Sheets, a webhook, Make, n8n, or Zapier.

How many results can I get per run? Up to 10,000.

Can I scrape a single Mercado Libre product? Yes. Paste the product link in Start URLs and you get its full details.

Is scraping Mercado Libre legal? This Actor collects only public data that Mercado Libre shows to every shopper. Don't collect personal data without a legitimate reason, and check with a lawyer if you're unsure.

Something isn't working or I need a custom field? Open an issue in the Issues tab and we'll get back to you.