🚀 Mercado Libre Product, Seller & Price Intelligence

Enterprise-grade, ultra-lightweight web extraction micro-app designed for Mercado Libre (AR, BR, MX, CL, CO, UY). Extracts full product catalogs, variants, pricing, stock availability, SKUs, and imagery directly into clean structured data without headless browser overhead.

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⚡ Why Use This Extractor?

• Zero Headless Browser Overhead: Bypasses heavy Chromium/Playwright instances by directly targeting structured endpoints and embedded data payloads. Runs in milliseconds with minimal RAM.
• Pay-Per-Event (PPE): Never pay for idle compute or proxy time. Only pay $2.50 / 1,000 items, with free starter runs available on your monthly Apify plan.
• AI Agent & MCP Native: Built from the ground up for function calling in Claude Desktop, Cursor, OpenAI Assistants, and LangChain via Apify MCP Server.
• Export Anywhere: Download dataset results instantly in JSON, CSV, Excel, or stream via webhooks.

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📥 Input Parameters

Parameter	Type	Required	Default	Description
startUrls	Array	Yes	[{ "url": "https://articulo.mercadolibre.com.ar/MLA-1147610058-termo-stanley-classic-14-lts-con-manija-_JM" }]	One or more store URLs or category listing pages
maxItems	Integer	No	25	Maximum number of products to extract per run
useApifyProxy	Boolean	No	true	Route through datacenter/residential proxies for maximum uptime

Input JSON Example

{
  "startUrls": [
    { "url": "https://articulo.mercadolibre.com.ar/MLA-1147610058-termo-stanley-classic-14-lts-con-manija-_JM" }
  ],
  "maxItems": 25,
  "useApifyProxy": true
}

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📤 Sample Output Data

Extracted records are formatted and validated against strict schemas before delivery:

{
  "url": "https://articulo.mercadolibre.com.ar/MLA-1147610058",
  "title": "Termo Stanley Classic 1.4 Lts Con Manija Original",
  "status": "VALID",
  "engine": "Engine-Ecommerce-JsonLD",
  "extractedAt": "2026-10-22T02:00:00Z",
  "data": {
    "itemId": "MLA1147610058",
    "price": 119999,
    "currency": "ARS",
    "condition": "new",
    "soldQuantity": 500,
    "seller": {
      "id": 12345678,
      "nickname": "OFFICIAL_STANLEY_STORE",
      "powerSellerStatus": "platinum"
    },
    "freeShipping": true
  }
}

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🤖 AI Agent & MCP Integration (Claude / Cursor)

Use this Actor as an autonomous tool for AI agents via the official Apify MCP Server.

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "apify": {
      "command": "npx",
      "args": ["-y", "@apify/actors-mcp-server", "--token", "YOUR_APIFY_TOKEN"]
    }
  }
}

Prompt example for Claude / Cursor:

"Extract the product catalogue and current pricing from https://articulo.mercadolibre.com.ar/MLA-1147610058-termo-stanley-classic-14-lts-con-manija-_JM using the mercadolibre-product-seller-intelligence actor."

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🔌 Automate with n8n / Make.com

1. In n8n or Make, add an Apify node or HTTP Request.
2. Actor ID / Name: joseabreuy/mercadolibre-product-seller-intelligence.
3. Pass your startUrls list.
4. Pipe output items directly to Airtable, Google Sheets, Supabase, or PostgreSQL.

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💻 Programmatic Usage (cURL & Python)

cURL

curl --request POST \
  --url "https://api.apify.com/v2/acts/joseabreuy~mercadolibre-product-seller-intelligence/runs?token=YOUR_APIFY_TOKEN" \
  --header "Content-Type: application/json" \
  --data '{
    "startUrls": [{ "url": "https://articulo.mercadolibre.com.ar/MLA-1147610058-termo-stanley-classic-14-lts-con-manija-_JM" }],
    "maxItems": 10
  }'

Python SDK

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("joseabreuy/mercadolibre-product-seller-intelligence").call(
    run_input={"startUrls": [{"url": "https://articulo.mercadolibre.com.ar/MLA-1147610058-termo-stanley-classic-14-lts-con-manija-_JM"}], "maxItems": 10}
)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"])

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💰 Pricing & Free Trial

• Pay-Per-Event: Only $2.50 / 1,000 items
• Minimal Start Fee: $0.00005 per run
• Free Allowance: Use your default monthly $5.00 Apify credit to run thousands of extractions at zero out-of-pocket cost!