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Commerce data

What stores sell, ready for models and for the web

Bazar brings together products, prices, availability and branches from online stores in one open API: REST for your app and an MCP server for artificial intelligence agents.

Explore the APIConnect via MCP

Search products

# Open: no API key, daily quota per IP
curl -G https://bazar.boelabs.com/v1/search \
  -d q=licuadora -d inStock=true

# More volume, from a server: API key
curl -G https://bazar.boelabs.com/v1/compare \
  -H "Authorization: Bearer bz_…" \
  -d gtin=7501234567890

01What it offers

A live catalog, in a single contract

  • One contract for every store

    VTEX, Shopify, WooCommerce, Magento, Algolia or HTML with microdata: everything arrives in the same shape, validated, with stable ids.

  • Hybrid search

    By exact barcode, SKU or model, by keywords and by meaning, combined in a single query.

  • Where is it cheapest?

    The same product across every store, sorted by comparable price.

  • Did it really go up?

    Price history converted at each day's official rate, to tell devaluation apart from a real increase.

  • Branches and geography

    Offers by branch or area, with the nearest branch first.

  • Built for agents

    An MCP server with compact responses, explicit filters and errors that say what to fix.

02How it works

Sync, normalize, serve

  1. 1

    Sync

    A process walks each store's catalog every few hours, away from the request path.

  2. 2

    Normalize

    Products, offers and prices end up in one format, with an ISO currency and its conversion at the official rate.

  3. 3

    Serve

    The API reads from its own database and never queries stores live: it stays fast even when a store is down.

03Access

Open, no sign-up

Use it without an API key, with a daily quota per IP address. If you need more volume or call it from a server, ask us for an API key.

Read-only: to buy, Bazar sends people to the product page in the store.

Request an API keyllms.txt for agents
  • GET /v1/searchMCP: search_products
  • GET /v1/listings/{id}MCP: get_listing
  • GET /v1/compareMCP: compare_prices
  • GET /v1/listings/{id}/historyMCP: get_price_history
  • GET /v1/branchesMCP: find_branches
  • GET /v1/ratesMCP: get_exchange_rates
  • GET /v1/storesMCP: list_stores

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