Mercado Libre Scraper - Products, Prices & Sellers

Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by MercadoLibre, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners. "Mercado Libre" is referenced only to describe the publicly available website this Actor collects data from.

Scrape Mercado Libre / Mercado Livre across 14 Latin American marketplaces - Mexico, Brazil, Argentina, Chile, Colombia, Peru, Uruguay, Venezuela, Ecuador and more - from a single actor. Search by keyword or paste any search, category, product or seller URL and get the richest product dataset in the category: exact prices and discounts, units sold, star ratings, seller name & reputation, official-store and Mercado Envíos FULL flags, plus - on the product page - the full description, complete specification table, every variation, all images, stock, warranty and buyer reviews.

No login, no API key. A fast HTTP lane with an anti-detect browser fallback renders the storefront reliably and pins the proxy to each marketplace's country so you get true local prices and stock.

Why this Mercado Libre scraper?

Data	Typical scrapers	This actor
Title, price, currency, image	✅	✅
Original price, discount %, installments	partial	✅
Star rating	partial	✅
Units sold (soldQuantity)	❌	✅ opt-in
Seller name + reputation level	❌	✅
Official store & Mercado Envíos FULL flags	❌	✅
Free-shipping flag	partial	✅
Full description + complete spec table	❌	✅ opt-in
All variations, images, stock, warranty	❌	✅ opt-in
Category breadcrumb path	❌	✅ opt-in
Buyer reviews (rating, date, likes)	❌	✅ opt-in
Sponsored vs organic flag	❌	✅
14 marketplaces, country-pinned proxy	1-2	✅
New/changed-only price & stock monitor	❌	✅

Use cases

• Price monitoring & repricing - track competitor prices, discounts and stock across marketplaces; schedule with monitor mode to capture only what changed.
• Product & market research - measure demand with units sold, ratings and review counts; benchmark catalogs by category and country.
• Dropshipping & sourcing - find winning products, compare prices across 14 countries, and pull full specs and images.
• Seller & competitive intelligence - map sellers, reputation levels, official stores and their catalogs.
• Data enrichment - join by product id / SKU / GTIN to enrich your catalog with Mercado Libre prices and specs.

How to use

1. Sign up for Apify - the free plan is enough to try this actor.
2. Open the Mercado Libre Scraper, choose the Country / site (e.g. Mexico), add search queries (e.g. iphone 15, air fryer) or paste any Mercado Libre URL, and click Start.
3. Turn on Include product details for full specs, variations, sold count, seller and reviews.
4. Export as JSON, CSV, Excel, XML or RSS - or pull results via the Apify API.

Input

{
    "searchQueries": ["iphone 15", "air fryer"],
    "site": "MLM",
    "startUrls": [{ "url": "https://listado.mercadolibre.com.mx/computacion/laptops/" }],
    "maxItems": 100,
    "maxPagesPerQuery": 3,
    "includeProductDetails": true,
    "includeReviews": true,
    "condition": "new",
    "sort": "price_asc",
    "minPrice": 1000,
    "officialStoresOnly": false,
    "freeShippingOnly": false,
    "monitorMode": false
}

• searchQueries - keywords searched on the selected marketplace.
• site - marketplace: MLM Mexico, MLB Brazil, MLA Argentina, MLC Chile, MCO Colombia, MPE Peru, MLU Uruguay, MLV Venezuela, MEC Ecuador, MRD, MBO, MPY, MGT, MPA (also accepts a country name/code).
• startUrls - search, category, product or seller URLs (country auto-detected from the URL).
• maxItems (default 100) - global product cap; 0 = no limit.
• maxPagesPerQuery (default 3) - search pages (~48 products each) per query.
• includeProductDetails (default false) - open each product for full description, spec table, variations, images, stock, sold count and seller.
• includeReviews (default false) - attach buyer reviews (implies details).
• condition / sort / minPrice / maxPrice / officialStoresOnly / freeShippingOnly - filters.
• monitorMode (default false) - emit only new/changed products (price, stock, sold) across runs.
• proxyConfiguration (default: Apify Residential, country-pinned).

Output

One record per product (type: "product"). Search-card fields are always present; detail and review fields are added when you enable those options.

{
    "type": "product",
    "id": "MLM1066172678",
    "title": "Apple MacBook Air 13\" M3 8GB 256GB",
    "url": "https://www.mercadolibre.com.mx/.../p/MLM1066172678",
    "price": 12999,
    "originalPrice": 15999,
    "discount": "18% OFF",
    "currency": "MXN",
    "condition": "new",
    "soldQuantity": 1000,
    "rating": 4.9,
    "reviewsCount": 641,
    "sellerName": "Global-Laptops",
    "sellerReputation": "MercadoLíder Platinum",
    "officialStore": true,
    "freeShipping": true,
    "fulfillment": "full",
    "availability": "InStock",
    "brand": "Apple",
    "sku": "MLM1066172678",
    "category": "Laptops",
    "categoryPath": ["Computación", "Laptops y Accesorios", "Laptops"],
    "specs": { "Memoria RAM": "8 GB", "Modelo del procesador": "M3", "...": "..." },
    "images": ["https://http2.mlstatic.com/..."],
    "site": "MLM"
}

How much does it cost to scrape Mercado Libre?

This Actor uses Apify's pay-per-event pricing: you are charged only for the results it delivers, with no monthly rental and no start fee. The events it can charge are:

• Product scraped - One Mercado Libre product from a search, category or seller listing: title, price, original price and discount, currency, condition, sold quantity, star rating and review count, thumbnail, free-shipping and official-store flags, seller name and the product URL. No add-on fees for pagination or filters.
• Product details add-on - Charged once per product when Include product details is enabled: the product page is rendered in full to add the complete description, full spec table, all variations, every picture, stock, total sold, warranty, category path and the seller profile (name, reputation, sales, location). Added on top of the product fee.
• Buyer review - One buyer review attached to a product when Include buyer reviews is enabled: star rating, title, text, date and helpful count.

The current price of each event is shown on the Pricing tab of this page. Set a maximum total charge on the run if you want a hard cap on spend, and use the input limits to control how much the Actor fetches.

Automate & schedule

Run it on a schedule with monitor mode to track price drops, restocks and new competitors and receive only what changed. Every run can notify you or push data onward.

Integrate with any app

Connect the dataset to Google Sheets, Slack, Zapier, Make, or your backend via the Apify API, webhooks and integrations.

Use with AI assistants (MCP)

This actor is exposed over the Apify MCP server, so AI assistants and agents (Claude, ChatGPT, Cursor, and any MCP client) can discover and run it and read structured Mercado Libre data straight into their context.

Agent-ready: autonomous payments (x402 & Skyfire)

This actor is agent-ready — AI agents can discover it, run it, and pay for it autonomously, with no Apify account and no human in the loop. It uses pay-per-event pricing and limited permissions, so it qualifies for Apify's agentic-payment standards:

• x402 — an open, HTTP-native payment protocol. Agents pay per run in USDC on the Base network directly through the Apify MCP server — no account, no API key.
• Skyfire — agent-to-service payments for fully autonomous AI-agent workflows.

Building an AI agent, MCP tool, or autonomous data pipeline? This scraper is ready to plug in and pay as it goes.

More scrapers from scrapesage

Pair Mercado Libre data with our other e-commerce scrapers - Amazon, AliExpress, Alibaba, and more - to build a cross-marketplace price and product dataset.

Tips

• Pick the right Country / site - prices, stock and currency are per-marketplace; the proxy is pinned to that country automatically.
• Leave Include product details off for the fastest, cheapest run - search cards already carry price, discount, rating, seller and shipping. Turn it on when you need specs, sold counts and reviews.
• Use monitor mode + a schedule for price/stock tracking; it emits only what changed.
• maxItems: 0 scrapes until the results end or the run's time limit - the actor stops gracefully with partial data rather than timing out.

FAQ

Do I need a login or API key? No. The actor works logged-out with residential proxies.

Which countries are supported? All 14 Mercado Libre / Mercado Livre marketplaces (MX, BR, AR, CL, CO, PE, UY, VE, EC, DO, BO, PY, GT, PA).

Can it get units sold and seller reputation? Yes - enable Include product details; both come from the product page.

How much does it cost? Pay-per-event: per product, per detail add-on, and per review - see the pricing tab. No monthly subscription.

Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by MercadoLibre, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

"Mercado Libre" and any related marks are the property of their respective owners and are used here only in a descriptive, nominative sense - to identify the publicly accessible website from which this Actor collects data. This Actor is not an official Mercado Libre product, is not authorised or certified by MercadoLibre, Inc., and does not distribute Mercado Libre software. It collects only publicly available information; you are responsible for ensuring your use of that data complies with applicable laws, regulations and the terms of the source website.

Need help?

Open an issue on the actor's Issues tab with your input and run ID and we'll help.