MCP Server for eCommerce Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape only public data from any online store or marketplace. Extract, analyze, and process product, shop, price, rating, and trend data at scale—quickly and reliably.

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The Ultimate MCP Tool to Scrape eCommerce Data

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One MCP for the Web

Bright Data MCP for eCommerce platforms lets you extract only public product, shop, price, and review data from any online store—never private info or checkout data.
Search
  • Search public product listings and categories
  • Extract product names, URLs, images, prices, brands
  • Get shop, rating, and availability details
Crawl
  • Crawl store/product pages for deals, top sellers, promotions
  • Export public reviews, ratings, and variations
  • Bulk track trends, prices, and inventory at scale
Access
  • Access only public data—never carts or accounts
  • Bypass public access limits—no login needed
  • Gather prices, specs, and open review data live
Navigate
  • Automate browsing of stores & categories at scale
  • Bulk extract reviews, product options, and deals
  • Emulate shopper flows—never view private account data
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eCommerce MCP Server FAQs

The eCommerce MCP Server is a specialized integration that empowers your AI agents to access real-time public data from eCommerce. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with eCommerce content dynamically.

Built on Bright Data's robust infrastructure, the Web MCP Server handles the complexities of web data extraction behind the scenes. It automatically manages proxy rotation, CAPTCHA solving, and unlocking technology to ensure your AI receives structured, reliable data from eCommerce without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the eCommerce MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or profile information available.

Yes! We offer a generous free tier that includes 5,000 requests per month. This allows developers and businesses to test the eCommerce MCP Server, build prototypes, and perform light data extraction at no cost before scaling up.

Yes. Beyond retrieving static data, the server supports full browser automation. Your agents can be instructed to navigate eCommerce pages, click buttons, handle infinite scrolling, and even take screenshots, enabling complex workflows that simulate real user behavior.

You have the choice. You can use our fully managed Remote MCP for instant access with zero infrastructure setup, or you can deploy the Local MCP if you require on-premise control and custom environment configurations for your eCommerce projects.

Our Web MCP Server is designed for seamless integration with popular AI clients. It works natively with Claude Desktop, Cursor, Windsurf, and diverse agentic frameworks like LangChain, making it easy to add eCommerce data capabilities to your existing workflows.

Rapid mode is free and ideal for everyday tasks like SERP lookups and basic text extraction. Pro mode unlocks premium capabilities for eCommerce, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The eCommerce MCP Server is built with strict adherence to data protection regulations, including GDPR and CCPA. We only access publicly available web data, ensuring your AI operations remain compliant and ethically sound.

The server delivers data in clean, AI-ready formats. Depending on your specific needs, you can retrieve eCommerce data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.