ecommerce-scraperScrape product pages and search marketplace listings through ToolRouter's MCP server - product title, price, variants, images and specs from any store URL (Shopify detected automatically), plus listings from eBay, Facebook Marketplace, Vinted, Gumtree, Craigslist, Mercado Libre, OLX, Rakuten, Carousell, Trade Me and Google Shopping. Use for competitor pricing, product research, resale price checks and listing monitoring.
Install via ClawdBot CLI:
clawdbot install chefroger/ecommerce-scraperGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://example.com/productsAudited Apr 16, 2026 · audit v1.0
Generated Mar 18, 2026
Scrapes product prices from JD.com, Taobao, and Pinduoduo to track fluctuations and identify trends. Useful for retailers or brands to adjust pricing strategies in real-time based on competitor actions.
Collects product listings, reviews, and ratings from Amazon and eBay to analyze market share and customer preferences. Helps businesses benchmark their offerings against global competitors and identify gaps.
Automates scraping of large volumes of product details, including descriptions, images, and specifications, from multiple e-commerce sites. Supports data-driven decisions for inventory management or product development.
Uses Playwright to handle pages rendered with JavaScript, such as those with infinite scroll or real-time updates. Ideal for scraping modern e-commerce platforms that rely on dynamic loading for product displays.
Implements techniques to bypass Cloudflare and other anti-scraping measures, ensuring reliable data collection from secured e-commerce websites. Useful for continuous monitoring without triggering blocks.
Offers a subscription-based service that provides real-time price data and analytics to retailers and brands. Generates revenue through monthly or annual fees based on data volume and features.
Sells cleaned and structured e-commerce datasets to large corporations for market analysis and strategic planning. Revenue comes from one-time purchases or ongoing data delivery contracts.
Provides tailored scraping services to businesses needing specific e-commerce data extraction, with support for complex sites and anti-bot measures. Earns revenue through project-based fees and maintenance contracts.
💬 Integration Tip
Integrate with data pipelines using Python libraries like Pandas for analysis, and consider scheduling scrapes with cron jobs or cloud functions for automation.
Scored Oct 11, 2026
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Shopify integration - currently under maintenance. Contact [email protected] for assistance.
Use when developing WordPress themes, plugins, customizing Gutenberg blocks, implementing WooCommerce features, or optimizing WordPress performance and security.
Monitor product prices across Amazon, eBay, Walmart, and Best Buy to identify arbitrage opportunities and profit margins. Use when finding products to flip, monitoring competitor pricing, tracking price history, identifying arbitrage opportunities, or setting automated price alerts.
按ASIN获取并分析亚马逊商品评论,支持15个站点(含美国站),按星级筛选评论。当用户提到亚马逊评论、美国站评论、商品评价、买家投诉、差评、好评、星级评分、评论分析、评论情感、产品改良建议、Vine评论、已验证购买评论、竞品评论研究、Amazon reviews, US reviews, Amazon.com r...