MercadoLibre APImercadolibre.com ↗
Access MercadoLibre product listings, reviews, categories, and deals across 7 Latin American country sites via a single structured API.
What is the MercadoLibre API?
The MercadoLibre API covers 5 endpoints that return product listings, full product details, customer reviews, category trees, and live deals across 7 country sites (Brazil, Argentina, Mexico, Chile, Colombia, Uruguay, Peru). The search_products endpoint accepts a keyword query and site code and returns paginated product cards with title, price, seller, and rating. All endpoints return structured JSON with consistent field shapes.
curl -X GET 'https://api.parse.bot/scraper/5e07d074-2130-4ce4-9849-c6521eba3c6b/search_products?query=samsung+galaxy' \ -H 'X-API-Key: $PARSE_API_KEY'
Typed, relational, agent-ready
A generated client with real types, enums, and the links between objects — the structure a flat JSON response can't carry. Autocompletes in your editor and reads cleanly to coding agents.
- Fully typed · autocompletes
- Objects link to objects
- Typed errors & pagination
Typed Python client. Set up the SDK in your uv project, then pull this API’s typed client:
uv add parse-sdk uv run parse init uv run parse add --marketplace mercadolibre-com-api
uv run parse add --marketplace pulls a pinned snapshot of this canonical API — it won’t change underneath you. To customize it, subscribe and swap to your own copy.
"""Walkthrough: MercadoLibre SDK — browse deals, categories, and reviews."""
from parse_apis.mercadolibre_scraper_api import MercadoLibre, Site, ProductNotFound
client = MercadoLibre()
# Browse current deals on the Brazilian site
for deal in client.deals.list(site=Site.MLB, limit=3):
print(deal.title, deal.price, deal.original_price)
# List all top-level categories with subcategories
category = client.categories.list(site=Site.MLB, limit=1).first()
if category:
print(category.name, category.url)
for sub in category.subcategories:
print(f" - {sub.name}: {sub.url}")
# Fetch product reviews by URL
try:
reviews = client.reviewpages.get(
url="https://www.mercadolivre.com.br/apple-iphone-15-128-gb-azul-distribuidor-autorizado/p/MLB1027172667"
)
print(reviews.average_rating, reviews.total_reviews)
for review in reviews.reviews[:3]:
print(review.stars, review.date, review.content[:80] if review.content else "")
except ProductNotFound as exc:
print(f"Product not found: {exc}")
print("exercised: deals.list / categories.list / reviewpages.get")
Search for products by keyword with support for pagination and site selection. Returns product cards with title, price, image, seller, and rating.
| Param | Type | Description |
|---|---|---|
| site | string | Site code: MLB (Brazil), MLA (Argentina), MLM (Mexico), MLC (Chile), MCO (Colombia), MLU (Uruguay), MPE (Peru) |
| limit | integer | Maximum number of results to return per page |
| queryrequired | string | Search keyword |
| offset | integer | Pagination offset (0-based) |
{
"type": "object",
"fields": {
"query": "string",
"results": "array",
"next_offset": "integer|null",
"total_results": "integer"
},
"sample": {
"data": "{\"query\": \"samsung galaxy\", \"total_results\": 48, \"results\": [{\"title\": \"Smartphone Samsung Galaxy A32 128gb Preto\", \"url\": \"https://click1.mercadolivre.com.br/mclics/clicks/external/MLB/count?a=9wV%2Bqd8T0sd7lYogBVN%2BAtG309pUSScH1dSKllWbYfcMawsc4E0XRtFmj7sdM3bruXIbb7jEiE3w9M9sTRC2ZzeJQyxyHOxs3uxxwR0OejpJ%2FXCM%2FtR%2BhWlmbj9Zp72fGMbNu3HuRUOsaWUEBlHsVPqPeSdeLt0zdrLMwwSAxORoylLQPbXtW2jDUqAvzrJLanlw5A5fgzulJcmXqw5txxb2HY63rWSHTupS0mzkamuDou2x6GrQlJbk%2BRzgco8kj47xgi3xuSdoyUIq3CyMpKFhR0ZQ14R3oUMT0KL6g5hLD1BejjFqr%2FSQV6Q%2Bu%2FGiKvB3KiD%2FK4J7U2BcsidKpLPnAjq1AafsOrNv2%2BIZVye364C56JebBPTXh5DRCg%2BP%2BKv4G0NyFCzrXlCnTBW7aZMdrD2F4WPQ%2BTD6brLywb5rLBDvLJU%2B8gWVQelZCrE4WiUc4cqpVcmzxTpSZMSkHzBD%2FedGcgC9U%2F0BymspQALYvE%2BqMihtH7jpEz%2FHooGGxZUqD36XbdFmmp46RGZol%2BWy3%2Fd3yEY4Cyl0VsITqrEZbpMXMy8FhavndLiAHdqDploCzST1s2FeJaioqmFDAll3hvEb3PwMbI4lO0XWJUC24Z%2Bsd%2Bt21UNDKeaR65bWvCrRasP8jxlbFJ7vp7S8P3v942iMoVY87dUAfOwClHQ%2FZZJQL1MzSkeRZd27MD%2FHqd6xi6jDQC94R2YguVXb0lzd4mdO3AmTsh1UQ6jZr54yomOnTbR08xZsIhI4%2FZF2KeRf7mE9Dc9Dmv%2BqyTa9oBE5wjqfRBB773RDvDZOhPj0MDfuz030TDWfrZ39NkEcVoQcJb8LEwboLAFMfZqWh7O3xQw0EKXR0g%3D%3D&searchVariation=189360926695#polycard_client=search-desktop&is_advertising=true&searchVariation=189360926695&search_layout=grid&position=1&type=pad&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961\", \"price\": 706.19, \"original_price\": null, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_844804-MLB88798066516_082025-E.webp\", \"seller\": null, \"rating\": null}, {\"title\": \"Samsung Galaxy S26, 512gb, 12gb, Galaxy Ai, C\\u00e2mera Tripla Azul\", \"url\": \"https://www.mercadolivre.com.br/samsung-galaxy-s26-512gb-12gb-galaxy-ai-cmera-tripla-azul/p/MLB65560100#polycard_client=search-desktop&search_layout=grid&position=2&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4484615031&sid=search\", \"price\": 6749.0, \"original_price\": 9099.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_741187-MLA106907945892_022026-E.webp\", \"seller\": \"Samsung\", \"rating\": null}, {\"title\": \"Celular Samsung Galaxy A26 5g 256gb, 8gb Ram, C\\u00e2mera De 50mp, Ip67, Tela Super Amoled 6.7 , Nfc - Preto\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a26-5g-256gb-8gb-ram-cmera-de-50mp-ip67-tela-super-amoled-67-nfc-preto/p/MLB47424244#polycard_client=search-desktop&search_layout=grid&position=3&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4256561991&sid=search\", \"price\": 1439.0, \"original_price\": 2165.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_792472-MLA100025549859_122025-E.webp\", \"seller\": \"Vikings\", \"rating\": \"4.8\"}, {\"title\": \"Samsung Galaxy Z Flip7 FE 128GB 8GB RAM Tela 6,7\\\" AI Preto\", \"url\": \"https://www.mercadolivre.com.br/samsung-galaxy-z-flip7-fe-128gb-8gb-ram-tela-67-ai-preto/p/MLB52056868#polycard_client=search-desktop&search_layout=grid&position=4&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB5528348198&sid=search\", \"price\": 3494.0, \"original_price\": 6599.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_658650-MLA99455305250_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A56 5g 128gb 8gb Ram Preto\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a56-5g-128gb-8gb-ram-preto/p/MLB47115035#polycard_client=search-desktop&search_layout=grid&position=5&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4002727935&sid=search\", \"price\": 1799.0, \"original_price\": 2999.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_638445-MLA100187155155_122025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A07 256gb, 8gb, C\\u00e2mera 50mp, Tela 6.7 , Prote\\u00e7\\u00e3o Ip54, Processador 6nm - Preto\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a07-256gb-8gb-cmera-50mp-tela-67-proteco-ip54-processador-6nm-preto/p/MLB54961556#polycard_client=search-desktop&search_layout=grid&position=6&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4315493865&sid=search\", \"price\": 900.71, \"original_price\": 1299.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_895724-MLA91526198522_092025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy S25 Fe 5g, 128gb, 8gb Ram, C\\u00e2mera Tripla De 50+12+8, Tela Grande De 6.7 Jetblack\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-s25-fe-5g-128gb-8gb-ram-cmera-tripla-de-50128-tela-grande-de-67-jetblack/p/MLB61692896#polycard_client=search-desktop&search_layout=grid&position=7&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB6064285882&sid=search\", \"price\": 2788.0, \"original_price\": 4499.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_840870-MLA96785958150_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Smartphone Samsung Galaxy A36 5G 256GB 8GB RAM\", \"url\": \"https://www.mercadolivre.com.br/smartphone-samsung-galaxy-a36-5g-256gb-8gb-ram/p/MLB47111905#polycard_client=search-desktop&search_layout=grid&position=8&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB5317478858&sid=search\", \"price\": 1610.0, \"original_price\": 2999.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_645152-MLA99943507023_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A07 128gb, 4gb, C\\u00e2mera 50mp, Tela 6.7 , Prote\\u00e7\\u00e3o Ip54, Processador 6nm - Verde\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a07-128gb-4gb-cmera-50mp-tela-67-proteco-ip54-processador-6nm-verde/p/MLB55027908#polycard_client=search-desktop&search_layout=grid&position=9&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4276106547&sid=search\", \"price\": 643.9, \"original_price\": 899.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_712741-MLA96423997982_102025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A56 5g 256gb 8gb Ram Rosa\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a56-5g-256gb-8gb-ram-rosa/p/MLB47112282#polycard_client=search-desktop&search_layout=grid&position=10&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4002722025&sid=search\", \"price\": 2288.0, \"original_price\": 3699.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_685573-MLA99583115040_122025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Samsung Galaxy Z Flip7 5G 256GB 12GB RAM, Galaxy AI Preto\", \"url\": \"https://www.mercadolivre.com.br/samsung-galaxy-z-flip7-5g-256gb-12gb-ram-galaxy-ai-preto/p/MLB53044618#polycard_client=search-desktop&search_layout=grid&position=11&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB5517025778&sid=search\", \"price\": 6299.0, \"original_price\": 8199.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_784231-MLA99948073837_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"5.0\"}, {\"title\": \"Samsung Galaxy S25 5G, 256GB, 12GB, C\\u00e2mera Tripla - Verde claro\", \"url\": \"https://www.mercadolivre.com.br/samsung-galaxy-s25-5g-256gb-12gb-cmera-tripla-verde-claro/p/MLB45502235#polycard_client=search-desktop&search_layout=grid&position=12&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB5264351126&sid=search\", \"price\": 3897.0, \"original_price\": 5999.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_679792-MLA99986227831_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A17 Com Ia, 128gb, 4gb Ram, C\\u00e2m De 50mp, Tela De 6.7 , Nfc, Ip54 - Azul\", \"url\": \"https://www.mercadolivre.com.br/celular-samsung-galaxy-a17-com-ia-128gb-4gb-ram-cm-de-50mp-tela-de-67-nfc-ip54-azul/p/MLB54986607#polycard_client=search-desktop&search_layout=grid&position=13&type=product&tracking_id=40f4b348-c986-4578-82e9-8159a5c3f961&wid=MLB4217282117&sid=search\", \"price\": 1078.0, \"original_price\": 1499.0, \"image\": \"https://http2.mlstatic.com/D_Q_NP_2X_907031-MLA99504284188_112025-E.webp\", \"seller\": \"Samsung\", \"rating\": \"4.9\"}, {\"title\": \"Celular Samsung Galaxy A16 128gb 4gb Ram C\\u00e2mera 50mp Tela 6....",
"status": "success",
"_truncated": "Use get_full_output(test_index=12) for complete data."
}
}About the MercadoLibre API
Product Search and Detail
The search_products endpoint accepts a query string plus an optional site code — MLB for Brazil, MLA for Argentina, MLM for Mexico, MLC for Chile, MCO for Colombia, MLU for Uruguay, or MPE for Peru. Results include total_results, a next_offset for pagination, and a results array of product cards each carrying title, price, image, seller, and rating. Pagination is controlled via the offset and limit parameters.
For deeper product data, get_product_details takes a full product page URL and returns title, price, original_price (when a discount exists), images array, attributes object (specs like brand, model, color), stock_info, shipping, seller object, and a description string. This is the endpoint to use when you need specifications beyond the summary card.
Reviews and Category Data
get_product_reviews works against MercadoLibre catalog product URLs. Each call returns up to 15 review objects, each with content, date, and stars fields, alongside average_rating and total_reviews as text strings (e.g. '50.434 avaliações'). Products with very few reviews may return metadata but an empty reviews array — this is expected behavior for low-review items.
get_category_list returns the full top-level category tree for a given site, with each category object containing name, url, and a subcategories array. The get_offers_deals endpoint pulls from the site's Ofertas section and returns up to approximately 54 promoted product cards per call, each including title, url, price, original_price, image, seller, and rating — useful for tracking discount depth and promotional activity without a search query.
The MercadoLibre API is a managed, monitored endpoint for mercadolibre.com — not a raw scraper you maintain. Every endpoint is automatically health-checked on a schedule, and when mercadolibre.com changes and a check fails, the API is automatically queued for repair and re-verified. It is built to keep working as the site underneath it changes.
This isn't an official mercadolibre.com API — it's an independent, maintained REST wrapper over public data. Where the source has no official API (or only a limited one), Parse gives you a stable contract over a source that never promised one, and keeps it current. Need a new endpoint or field? You can revise it yourself in plain English and the agent rebuilds it against the live site in minutes — contributing the change back to the shared API is free.
Will this API break when the source site changes?+
Is this an official API from the source site?+
Can I fix or extend this API myself if I need a new endpoint or field?+
What happens if I call an endpoint that has an issue?+
- Track price changes and discount depth on promoted items using
get_offers_dealsacross multiple country sites - Build a cross-market price comparison tool using
search_productswith differentsitecodes for the same keyword - Aggregate customer sentiment by pulling
reviews,stars, andaverage_ratingfields for a set of product URLs - Map MercadoLibre's full category hierarchy per country using
get_category_listto structure a product taxonomy - Monitor stock and seller information for specific listings by polling
get_product_detailson tracked URLs - Extract product attributes such as brand, model, and specs from the
attributesobject inget_product_detailsfor catalog enrichment - Identify top-rated products in a search using the rating field returned by
search_products
| Tier | Price | Credits/month | Rate limit |
|---|---|---|---|
| Free | $0/mo | 100 | 5 req/min |
| Hobby | $30/mo | 1,000 | 20 req/min |
| Developer | $100/mo | 5,000 | 100 req/min |
One credit = one API call regardless of which marketplace API you call. Exceeding the rate limit returns a 429 response. Authenticate with the X-API-Key header.
Does MercadoLibre have an official developer API?+
What does `get_product_reviews` return, and are all review counts accessible?+
content, date, and stars, plus average_rating and total_reviews as text. Products with very few reviews may return average_rating and total_reviews but an empty reviews array. There is no cursor or page parameter to retrieve reviews beyond the first 15 per request.Which country sites are supported, and is there coverage for other Latin American markets?+
Does the API return seller performance metrics or feedback scores?+
get_product_details endpoint returns a seller object with seller identity information, and search_products includes a seller field on each product card. Detailed seller reputation scores, transaction history, or feedback percentages are not currently returned. You can fork the API on Parse and revise it to add a dedicated seller-detail endpoint that captures those metrics.How does pagination work in `search_products`?+
total_results and a next_offset integer (or null when no further pages exist). Pass the next_offset value back as the offset parameter on the next call, and use limit to control how many results are returned per page. The offset parameter is 0-based.