Magpie vs Firecrawl · Checked 17 Sep 2026

Firecrawl or Magpie for your AI agent's ecommerce data?

Firecrawl is a general tool for turning web pages into clean text and JSON for AI. Magpie is a specialist API for marketplace data, with typed fields and monthly sales history.

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01/ 05

Two different tools, in two paragraphs.

Magpie

A data API for ecommerce marketplaces. The Data API serves monthly GMV, units sold, prices and market share across Shopee, Tokopedia, TikTok Shop, Lazada and Blibli. The Scraping API returns live product pages, listings and search results as typed JSON, and an MCP connector gives agents both.

Firecrawl

A web data API for AI applications. It searches, scrapes, maps and crawls websites and returns clean markdown or JSON, and it is open source. It is set up for AI agents, with skills and tooling for coding assistants.

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The differences that matter.

MagpieFirecrawl
What you buyStructured marketplace data: monthly metrics plus on-demand scrapingSearch, scrape, map and crawl for any website
OutputTyped marketplace fields per endpoint, such as price, stock, discount, rating and review countsMarkdown or JSON from any page
Southeast Asian marketplacesShopee, Tokopedia, TikTok Shop, Lazada and BlibliNo marketplace-specific endpoints listed; it works on URLs you give it
Sales history and market shareMonthly GMV, units and share by SKU, brand, merchant and categoryNot offered
Whole-site crawlingNoYes
Open sourceNoYes
Pricing modelPrepaid credits, charged only for rows or items returned; no subscriptionMonthly plans with credits
Free startFree trial credits, and free exact cost estimates before any exportFree plan with monthly credits
AI agentsMCP connector on the same API keyBuilt for agents, with skills for coding tools

We checked every Firecrawl detail on its own website on 17 Sep 2026. Products change, so check their current pages before you decide, and tell us if something here is out of date. Tell us →

Pages we checked

03/ 05

Which one fits your work.

Choose Magpie if

  • Your agent needs marketplace prices, stock, sales and market share as numbers, not page text.
  • You need monthly history for Southeast Asian marketplaces.
  • You want the same fields for every marketplace without prompting an extractor.
  • You want to cover Shopee, Tokopedia, TikTok Shop, Lazada, Blibli and Amazon with one key.

Choose Firecrawl if

  • You feed AI models with content from many different websites.
  • You need to crawl whole sites, such as documentation or blogs.
  • You want to self-host an open-source scraper.
  • You need web search results as part of the same tool.

Using both

Agents often use both: Firecrawl to read general web pages, and Magpie's MCP connector when the question needs marketplace numbers.

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Questions people ask.

Can Firecrawl scrape Shopee or Tokopedia?

Firecrawl works on URLs you give it. When we checked on 17 Sep 2026, it did not list marketplace-specific endpoints. Magpie has maintained endpoints for Shopee, Tokopedia, Lazada, Blibli, TikTok Shop and Amazon.

Why use structured fields instead of markdown?

Marketplace work usually needs numbers you can compare: price, discount, stock, ratings and review counts. Typed fields arrive ready to store and chart, with no extraction step.

Can an AI agent use Magpie?

Yes. Magpie has an MCP connector that works with the same API key as the REST APIs, and an agent skill file that describes both APIs.

Does Magpie crawl whole websites?

No. Magpie fetches marketplace product pages, listings and search results, and serves a monthly dataset. For crawling general websites, use a crawler like Firecrawl.

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More comparisons.

Magpie vs Bright DataBoth can get you Shopee, Tokopedia and Lazada data. Bright Data gives you the raw product records and the infrastructure to collect more. Magpie gives you monthly sales and market share already worked out.Scraping APIs and web data platformsMagpie vs ApifyApify gives you a platform and a store of scrapers for almost any website. Magpie gives you one maintained API for Southeast Asian marketplaces, including monthly sales and market share.Scraping APIs and web data platformsMagpie vs ScraperAPIScraperAPI handles proxies and browsers so you can fetch almost any page, with ready-made endpoints for large US retailers. Magpie is built for Southeast Asian marketplaces, with monthly sales data as well as live scraping.Scraping APIs and web data platformsMagpie vs OxylabsOxylabs gives you enterprise proxies and a scraper API for many global sites, including some Southeast Asian marketplaces. Magpie gives you all five major ones, with monthly sales and market share on top.Scraping APIs and web data platformsMagpie vs ScrapingBeeScrapingBee runs the browsers and proxies so you can scrape almost any page, with extraction tools on top. Magpie is built only for marketplaces, with monthly sales data and live scraping.Scraping APIs and web data platformsMagpie vs KeepaKeepa is the specialist for Amazon price and sales rank history. Magpie fetches live Amazon pages in ten countries, on the same API and balance as Shopee, Tokopedia, Lazada, Blibli and TikTok Shop.Amazon data APIs

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