MCP Server for Walmart Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape only public Walmart data. Extract, analyze, and process product, department, seller, review, price, and stock data at scale—fast, reliable, and secure.

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The Ultimate MCP Tool to Scrape Walmart Data

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One MCP for the Web

Bright Data MCP for Walmart lets you extract public product, seller, inventory, price, and review data from Walmart—never private cart or account info.
Search
  • Search public products by keyword, category, or brand
  • Extract product names, URLs, images, pricing, and SKUs
  • Get department, star rating, review count, and stock info
Crawl
  • Crawl seller profiles, inventory, prices, deals
  • Export shipping, pickup, and bundle offerings
  • Bulk track top sellers, trending items and categories
Access
  • Access only public info—never personal cart or account data
  • Bypass open-access limits—no login or cookies
  • Collect live prices, inventory, and public reviews
Navigate
  • Automate browsing product, department, and seller pages
  • Bulk extract reviews, price, stock, and promo info
  • Mimic shopper flow—never access private areas
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Walmart MCP Server FAQs

The Walmart MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Walmart. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Walmart 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 Walmart without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the Walmart MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or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 Walmart 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 Walmart 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 Walmart 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 Walmart 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 Walmart, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The Walmart 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 Walmart data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.