"Understanding Requirement Analysis" matching MCP servers:

A fashion vertical MCP server providing tools for product SEO audits and trend analysis to integrate with AI agents like Claude, Cursor, and Codex.

Analyzes Amazon products with comprehensive insights including pricing, features, specifications, delivery options, and customer reviews, displayed through an interactive React widget.

Enables querying sales data, identifying out-of-stock products, viewing top sellers, and receiving restock suggestions through natural language.

Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.

Enables natural-language querying and analysis of an e-commerce SQLite database via MCP, with read-only SQL execution, table inspection, and AI-generated answers.

Enables safe read-only analysis of a local SQLite e-commerce database over stdio, providing tools for schema inspection and parameterized SELECT queries.

An MCP server for Rakuten Ichiba that enhances product search with quantity parsing, unit price calculation, and shipping cost analysis, enabling cost-effective bulk purchasing decisions.

Enables cat food product search and ingredient analysis using natural language queries.

Enables searching, price comparison, trend analysis, and saving of Korean e-commerce products (Naver Shopping) using natural language.

Enables managing OLX.uz profiles and adverts, viewing statistics, and performing competitor and market analysis through Claude or other MCP clients using the user's browser session.

MCP server that provides predictive inventory analysis tools to AI agents, including current stock, sales velocity, and replenishment alerts.

Enables AI agents to access real co-purchase intelligence and merchant operations tooling from an ecommerce store's order history, including product recommendations, bundle analysis, insights, replenishment forecasts, and merchant ops workflows.

MCP server for the Jungle Scout Cobalt/Developer API, enabling keyword research, ASIN analysis, product discovery, sales estimates, and share of voice queries for Amazon sellers.

An MCP server that provides AI assistants with tools for Mercado Libre and Shopee affiliate marketing, including product search, affiliate link generation, product analysis, copy generation, and trending product discovery.

Voila.ca groceries MCP for card management, product search and order history analysis

Enables AI assistants to interact with the IIIT-H mess dining and marketplace systems through resources, tools, and prompts for meal planning, billing analysis, and registration modifications.

Enables AI assistants to forecast revenue and demand for Shopify stores using Google's TimesFM model. Provides tools for revenue forecasting, demand analysis, promotion analysis, and anomaly detection.

Enables natural-language analysis of live Fiverr marketplace listings, including scraping gigs, evaluating pricing bands and competition, and generating data-anchored Basic/Standard/Premium price ladders.

MCP server for Canadian used-car search, monitoring, and market analysis, providing tools to search listings, analyze deals, track price history, and more.

Wildberries Seller API MCP server providing 15 tools for managing products, prices, stocks, orders, sales, warehouses, supplies, statistics, feedbacks, and ABC analysis with built-in rate limiting and 409 penalty protection.

Enables analysis of cross-border e-commerce data from imported JSON reports, providing tools for order, product, inventory, profit, advertising, creator, and customer service analytics using deterministic formulas.

A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.

Enables product enrichment with sentiment analysis, category mapping, and attribute extraction; provides tools to fetch top products and cluster summaries.

Enables product search, price comparison, and price history analysis across 6 European marketplaces (DE, AT, GB, FR, IT, ES).

Enables users to audit and optimize zero-hop conversion journeys across lock screens, smart TVs, and ambient screens, including cross-surface attribution and instant checkout analysis.

Enables agents to perform real-time multi-merchant price comparison, coupon stacking, delivery-speed trade-off analysis, stock volatility tracking, and optimal purchase routing across commerce platforms. It exposes these capabilities as an MCP-compatible tool for automated inventory and arbitrage decisions.

An MCP server for Vinted search and analysis that provides tools to search listings, fetch item details, inspect seller profiles, compare prices across countries, and surface trending items.

Enables Claude to run nine marketing calculations on real public data — A/B test evaluation and planning, email campaign analysis, budget simulation and optimization, store sales breakdowns, RFM customer segmentation, lead funnel analysis, and multi-model attribution comparison. It connects without an account and returns a short summary plus structured numbers so decisions rest on computed results rather than guesses.

Provides a read-only MCP interface to locally synchronized Amazon seller data, enabling AI agents and analytics tools to query order, inventory, advertising, and settlement information with completeness and freshness checks for safe analysis.

A read-only MCP server for Lazada Open Platform that provides access to orders, transactions, fee breakdowns, and per-SKU profit analysis.

Enables keyword research, listing audits, and shop data from eRank through read-only MCP tools, including keyword metrics, related searches, Etsy tags, top listings, bulk keyword analysis, listing audits, shop info, and connected shops.

A Codex plugin that enables users to search, compare, and get purchase recommendations for second-hand items on Xianyu through natural language, with features like caching, risk management, and detailed analysis.

An MCP server that enables AI assistants to browse, analyze, and automate interactions with wholesale websites using Playwright and recipe-based HTTP execution. It supports tasks like automated login, product searching, and cart management through browser snapshots and network log analysis.

Enterprise-grade Amazon & Alibaba intelligence for Claude AI, enabling natural language market research, keyword analysis, and supplier discovery.

Enables natural language-driven automation of e-commerce data analysis, allowing users to query products, analyze orders, and generate business insights for Pinduoduo and Douyin shops. Supports offline testing with mock data across MCP-compatible clients.

AI agent toolset for cross-border e-commerce and foreign trade, enabling customer discovery, communication, data analysis, and supplier search via MCP protocol.

Connects Pinterest Business accounts to AI assistants for natural-language analysis and management of visual advertising campaigns, including ads, audiences, catalogs, keywords, analytics, and async reports. It supports read and write actions with granular permissions and read-only or read-and-write connections.

Enables AI assistants to interact with Rohlik Group's online grocery delivery services across multiple European countries, supporting product search, shopping cart management, order history analysis, and personalized meal suggestions based on purchase patterns.

Connects AI applications with Salesforce Commerce Cloud for product management, order analysis, custom object operations, and content asset management.

AI-powered selling intelligence for multiple online marketplaces, enabling item analysis, optimized listings, pricing checks, negotiation coaching, and batch operations via any MCP-compatible AI assistant.