电商与商品目录

Profitlee calculates ecommerce profit margins for Amazon FBA, FBM, and TikTok Shop, breaking down fees and providing scenario planning. The base profit calculation works without an API token; advanced scenario tools require a Profitlee Pro subscription.

This AIWerk integration connects AI agents to the Shopify Admin GraphQL API for managing products, orders, customers, and inventory with full read and write access. Configuration requires a Shopify store domain and Admin API app credentials. The server is installed locally via npm.

Hookwarden is a local MCP server that exposes a scan_handler tool for auditing webhook handler code. It checks signature-verification logic for correctness across 20+ providers including Stripe, GitHub, Shopify, and Twilio, returning a three-state verdict without sending any data off-machine. The underlying engine is pure-functional with no I/O or network calls, making results fully deterministic and reproducible across CI, CLI, and MCP environments.

The official Shopsys MCP server provides tools for integrating with the Shopsys e-commerce platform, enabling AI agents to access product catalogs, manage orders, and interact with storefront data. Built and maintained by the Shopsys team, it connects AI assistants directly to the Shopsys platform API.

StoreSignal provides intelligence on Shopify stores including installed apps, tech stack, CDN configuration, and market data aggregated over a large store corpus. Enables competitive research and market analysis for the Shopify ecosystem.

Provides 28 tools for querying live multi-channel inventory data across Shopify and Amazon. Supports stockout risk assessment, demand forecasting, purchase order creation and management, sales history analysis, and inventory sync operations. All write operations create drafts only, requiring explicit human approval before submission to suppliers.

Markifact is an AI marketing agent that connects AI clients to advertising and marketing platforms including Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, Microsoft Ads, GA4, BigQuery, Shopify, and HubSpot. It supports live operations such as campaign management, account audits, creative rotation, and data analysis. Write operations require explicit user approval, and it authenticates via OAuth 2.1 with encrypted credential storage.

Provides managed access to Postscript's SMS marketing platform designed for Shopify stores. Enables AI agents to query subscriber lists, campaign performance, and messaging data through the Pipeworx gateway. Postscript specializes in SMS marketing automation for e-commerce.

Kapruka provides a free public MCP server for accessing its product catalog as Sri Lanka's largest e-commerce platform. The server exposes tools for product search, category browsing, delivery verification by city, and individual product lookups. Requests are rate-limited at 60 per minute on the free tier with read-only access and server-side caching.

This Shopify MCP server, developed by Amir Bengherbi, enables AI agents to interact with Shopify stores through GraphQL API. Built with TypeScript and leveraging the Model Context Protocol SDK, it provides tools for managing products, customers, orders, discounts, and more. The implementation focuses on comprehensive store management capabilities, with features like advanced order querying, webhook management, and draft order creation. It's particularly useful for e-commerce businesses and developers looking to automate Shopify operations, enabling use cases such as inventory management, customer segmentation, and sales analysis without dealing directly with Shopify's API complexities.

This Shufersal MCP server provides automated shopping capabilities for the Israeli supermarket chain Shufersal through browser automation using Puppeteer, developed by Mati Horowitz. The implementation enables AI assistants to create shopping lists from recipe links, search the Shufersal product catalog with personalized results for logged-in users, and add items directly to the shopping cart through a headless browser that maintains user session data. Built with TypeScript and the MCP SDK, it offers specialized tools for reading webpage content and converting it to shopping lists, making it valuable for meal planning workflows where users want to automatically populate their Shufersal cart from recipe ingredients found online.

Ecommerce AI provides tools for managing product catalogs, analyzing pricing strategies, and optimizing ecommerce operations. It supports online retail workflows with inventory management, product description generation, and conversion analysis.

The Wix MCP Server enables AI assistants to build and manage websites with Wix business solutions through natural language prompts. Built by Wix, it provides tools for creating eCommerce stores, booking systems, payment processing, events management, blogs, CMS, and CRM functionality without leaving the AI conversation context. The server features a three-step workflow where users configure the server, describe their project requirements, and execute code to launch and manage their website. With security certifications including PCI DSS Level 1 and SOC compliance, plus industry-leading uptime through multi-cloud hosting and DDoS protection, it's particularly valuable for developers who want to rapidly deploy functional websites with complex business capabilities.

Provides comprehensive integration with SAP Commerce Cloud (Hybris) through both OCC API and HAC (Hybris Administration Console) endpoints. Enables product catalog management, order processing, and administrative operations including FlexibleSearch queries, Groovy script execution, ImpEx data import/export, cron job management, cache operations, and catalog synchronization. Handles HAC authentication with automated CSRF token management and session handling, making it valuable for developers and administrators managing Hybris instances.

Hertwill's official MCP server connects AI assistants to the Hertwill dropshipping platform through 12 tools for searching products, evaluating profit margins, managing import lists, and syncing inventory to Shopify and WooCommerce stores. Product discovery tools work without an API key.

Connects to live Shopify stores through the Admin and Storefront GraphQL APIs, enabling direct store operations rather than just documentation lookups. Supports arbitrary GraphQL queries, file uploads with automatic polling, bulk import/export operations, and idempotent metaobject management. Includes automatic rate limiting based on store tier, SQLite-backed operation logging, and schema discovery for metafields and metaobject types.

Shopify Liquid MCP Server, built by Florinel Chis, provides AI assistants with instant access to comprehensive Shopify Liquid documentation through a local SQLite FTS5 database. The server exposes seven specialized tools for searching and retrieving documentation about Liquid's 30 tags, 101 filters, and 67 objects, with full-text search capabilities and snippet highlighting. Built using FastMCP, it delivers sub-millisecond response times for offline-first operation, making it ideal for developers building Shopify themes who need quick access to syntax references, examples, and API documentation during development workflows. The implementation ingests markdown files from a structured docs-source directory and supports customization with project-specific documentation.

Ontology-driven e-commerce server combining semantic knowledge representation with reinforcement learning for intelligent shopping assistance. Features 21 commerce tools spanning product search, cart management, order processing, and returns, powered by ReAct agent architecture with multi-turn dialogue support. Includes conversation memory using ChromaDB with semantic retrieval, PPO-based reinforcement learning training via Stable Baselines3, and real-time analytics tracking quality scores, user intent, and recommendations. Built with comprehensive training capabilities including a Gradio dashboard for model management and a real dialogue corpus of 200 scenarios for agent improvement.

This MCP server implementation provides a bridge to a TMF620 Product Catalog Management API, allowing AI agents to interact with remote product catalogs. It offers tools for listing, retrieving, and creating catalogs, product offerings, and product specifications. The server includes configurable authentication, error handling, and supports both real and mock API endpoints. It's designed for use cases requiring product catalog management integration, such as e-commerce platforms or telecom service providers.

DSers is an AliExpress dropshipping automation platform for Shopify and Wix stores. This server enables AI agents to import, edit, price, and publish products directly to connected stores through the DSers platform API.

This Blue Perfumery MCP server provides access to a curated perfume catalog through five specialized tools: listing all perfumes, searching by name/brand, filtering by category (men, women, niche), retrieving specific perfume details by ID, and generating Shopier purchase links. Built by Recep Gocmen using the Model Context Protocol SDK, it serves as a product data API for the Blue Perfumery e-commerce platform, enabling AI assistants to help customers discover fragrances, compare options, and facilitate purchases through integrated shopping links. The implementation is particularly valuable for conversational commerce applications where users need personalized perfume recommendations and seamless purchase workflows.

Shopify MCP Pro connects AI agents to Shopify stores for product management, order processing, customer data, inventory tracking, and analytics via ShopifyQL. It supports automatic token refresh and is built against the Shopify 2026-04 API version. Requires a custom Shopify app and API credentials to use.

E-commerce product management MCP server providing CRUD operations for product inventory through MySQL database integration. Features clean layered architecture with TypeScript models, repository pattern for data access, Zod schema validation for input sanitization, and service layer business logic. Exposes tools for creating, reading, updating, deleting, listing, and searching products with proper error handling and connection pooling. Includes comprehensive product attributes like SKU, name, description, price, and quantity with automatic timestamp management.

Integrates with the Kash.click French point-of-sale system, enabling creation of sales transactions with both catalog items and custom products, retrieval of product catalogs and customer data, and access to shop configuration including departments, payment methods, delivery options, and user accounts. Built with OAuth 2.0 authentication using PKCE, Redis-based session storage, and JWT token management, supporting both HTTP/WebSocket and stdio transport modes. Includes comprehensive internationalization support for French and English with Zod schema validation for robust input handling.

Connect Claude to all your business tools through a single CorpusIQ MCP server. Access data from QuickBooks, Shopify, Gmail, GA4, and 25+ other platforms with cited answers, 133+ pre-built skills, and up to 65% token savings.

Curie Commerce enables AI agents to search, compare in 3D, and purchase products from over 5.6 million Shopify stores. The server provides tools for product discovery with interactive 3D visualization through a free global endpoint. Per-store authenticated endpoints allow checkout and deeper catalog access.

DataVessel provides over 100 read/write MCP tools spanning Google Analytics 4, Search Console, Google and Meta Ads, Shopify, WooCommerce, and Shopware. Supports bring-your-own-key (BYOK) and is available as a hosted streamable-HTTP endpoint at mcp.datavessel.io.

A TypeScript MCP server for the Estroni Australian activewear brand that enables AI agents to read product catalog data. Provides four tools for searching products, retrieving detailed product and variant information, listing collections, and surfacing store policies. Deployed on Cloudflare Workers without requiring authentication.

Integrates with the FlowCheck financial analytics API to unify Stripe, Shopify, and bank data. Provides tools for balance queries, cash flow analysis, payout reconciliation, discrepancy detection, and financial health scoring. Supports Stripe connection via restricted keys and bank account linking through Plaid, with webhook management for event notifications.

WordPress plugin that syncs creative assets from Adobe Lightroom, Figma, Dropbox, Canva, and Shutterstock into WordPress and Shopify stores. Provides MCP endpoint for natural language asset management and synchronization.

Provides a unified interface for accessing and analyzing marketing performance data across multiple platforms including Meta Ads, Google Ads, Google Analytics 4, and Shopify. Enables retrieval of ad account data, campaign metrics, analytics insights, and e-commerce performance data with OAuth 2.0 authentication and encrypted credential storage. Offers both hosted remote access and open-source implementations for individual platforms.

Connects AI agents to Shopify's Admin API through Gossiper's MCP integration platform. Enables managing products, orders, customers, and inventory through natural conversation. Features built-in guardrails for safe administration, reduced token usage through efficient backend operations, and supports multiple AI assistants including Claude, ChatGPT, and Mistral.

Access live flash-sale inventory from verified Shopify and WooCommerce merchants worldwide. Browse active deals, filter by category, and retrieve specific deal details — all from a public, keyless endpoint. Read-only access with real-time merchant-vetted listings.

Inxy is an autonomous SEO and AEO (Answer Engine Optimization) platform for Shopify stores that enables AI agents to audit websites for AI-search readiness. It provides three core tools: an AI-search diagnostic assessing structured data and content signals, a full SEO audit covering on-page and technical SEO with Shopify-specific schema validation, and a connected store audit using real catalog and analytics data. Anonymous users receive 5 daily audits; API keys unlock 10 with detailed breakdowns.

Search how-to documentation for Merchinary's Shopify Bulk Product Editor and Image Editor apps. Enables AI assistants to retrieve relevant documentation and guides for Merchinary's Shopify app suite.

E-Commerce Intelligence provides Shopify store analysis and product data extraction via Apify's web scraping platform. The server enables retrieval of product catalogs, pricing structures, and store performance metrics for competitive analysis and e-commerce research. It leverages Apify's robust infrastructure for reliable extraction of e-commerce data at scale.

Profitpather connects AI agents directly to Shopify store analytics without sampling or aggregation. 26 MCP tools expose session data, attribution modeling, funnel analysis, and revenue leak detection from first-party store data. Built on Cloudflare Workers with a hosted streamable-HTTP endpoint. Requires a Profitpather subscription and API key.

Provides a unified analytics layer for direct-to-consumer e-commerce brands by integrating Klaviyo and Shopify APIs. Includes 22 pre-built tools covering campaign performance, flow analysis, subscriber health, sales summaries, product performance, inventory alerts, customer cohorts, traffic sources, and cross-platform revenue attribution. Pre-aggregates data server-side and returns only actionable fields, reducing context usage compared to raw API responses.

Scalably Shopify provides read-only access to the Shopify Admin GraphQL API through 6 MCP tools covering the full read surface with multi-store support. Built by Scalably for Shopify merchants and developers.

This MCP server provides reconciliation and analysis tools for Shopify subscription data. It runs as a hosted service on Cloudflare Workers and requires bearer token authentication to access subscription management and reporting functionality.

Shopify's official MCP server that enables AI agents to provide native shopping experiences by integrating product search, cart management, and checkout functionality across hundreds of millions of products from Shopify's merchant ecosystem. The implementation provides three core tools: search_catalog for querying products with rich web components for inline previews, update_cart for managing a Universal Cart that aggregates items from multiple merchants, and seamless checkout integration through Checkout Kit that preserves merchant customizations while applying agent branding. Built with compliance requirements like GDPR, CCPA, and PCI DSS v4 in mind, it handles complex commerce scenarios including product variants, subscriptions, bundles, and cross-merchant transactions, making it valuable for AI applications that want to add shopping capabilities without building marketplace infrastructure or handling payment processing directly.

The Customer Accounts MCP server provides tools for customer-specific actions in Shopify stores, including order management and account details retrieval. Built by Shopify as an early access feature, it requires OAuth 2.0 authentication with PKCE and integrates with stores that have custom domains configured and meet protected customer data requirements. The implementation enables AI assistants to handle authenticated customer requests like checking order status, retrieving order details, and managing account preferences, making it valuable for customer service automation and personalized shopping experiences.

Shopify's official Storefront MCP server enables AI assistants to connect directly to individual Shopify stores for complete shopping experiences. Each store exposes its own MCP endpoint at the store's domain, providing tools for product catalog search, cart management, and policy inquiries without requiring authentication. The implementation allows AI agents to help customers browse products, manage shopping carts, and access store-specific information like return policies and FAQs, making it ideal for building AI-powered shopping assistants that can handle the full customer journey from product discovery to checkout.

Boolsai Directory provides an indexed database of ecommerce sites enriched with technology stack data, enabling agents to look up vendors used by specific brands, find companies by geographic market or founder, and explore the ecommerce landscape at scale. Ten tools are available with no authentication required.

Implements reinforcement learning algorithms for e-commerce use cases including dynamic pricing optimization and product recommendation strategies. Exposes RL agent actions and environment state as MCP tools for AI-driven retail decision-making.

Scrapes and analyzes Shopify store data including product listings, pricing, and merchant details for direct-to-consumer competitive intelligence. Backed by an Apify actor on the NexGenData Cloudflare Workers proxy. Requires an Apify API token with a free tier available.

Trends MCP Ecommerce tracks product and category demand trend volume and growth signals over time. Identify which products and categories are gaining or losing consumer interest to inform inventory and marketing decisions. Requires a free API key from trendsmcp.ai.

E-commerce integration tools for querying product catalogs, processing orders, and managing inventory via a hosted MCP endpoint. Provides structured access to e-commerce platform data for AI-driven workflows.

This AgenticShelf-hosted MCP server provides AI agents with live catalog access to Graffeo Coffee Roasting, a North Beach San Francisco specialty coffee roaster in business since 1935. The server delivers current product availability, pricing, and ordering information through the AgenticShelf e-commerce AI visibility platform. It enables AI agents to browse and query Graffeo's coffee offerings programmatically.

dm-drogerie-markt's official MCP server provides access to their online product catalogue, allowing AI assistants to search and browse products from Germany's largest drugstore chain. The server operates via SSE transport at mcp.dm.de and is versioned at 3.1.0 with support for tools, resources, and prompts. No authentication is required to search the public product catalogue.

KaliCart Global is an MCP server providing AI agents with federated commerce discovery across participating WooCommerce merchants. Agents can search product catalogs, filter by category or merchant, and retrieve structured product data compliant with the ARC/1.0 specification. Merchants join by installing the free KaliCart Bridge plugin; checkout and customer relationships remain on merchants' own stores.

A Python template MCP server built with FastMCP and FastAPI that provides AI agents with e-commerce capabilities. Exposes a product catalog resource for browsing, a search tool with keyword, category, and price filters, and a checkout tool that initiates orders and returns checkout URLs. Designed for quick deployment to Vercel's free tier with optional API-key authentication.

Provides tools for searching the BuyWhere product catalog, retrieving product details and pricing, comparing prices across merchants, generating affiliate links, and browsing product categories across Singapore, Malaysia, and Indonesia retailers.

Provides access to the SeekOnMe product discovery API for searching product catalogs and retrieving detailed product information. The remote endpoint requires Bearer API key authentication obtained from SeekOnMe. Query product listings and retrieve structured product details programmatically.

Connects to the Siltums Commerce API for EU trade analytics and product management. Provides access to 28M+ Eurostat COMEXT trade records, product catalog with real-time pricing, warehouse availability, heating fuel calculations, and order management with x402 micropayment support.

Connects to the Kaspi.kz Marketplace API to retrieve orders, product listings, and detailed order information. Sellers can query their marketplace data using API key authentication obtained from the Kaspi seller dashboard. Supports filtering and pagination for efficient data retrieval across large catalogs.

This integration connects AI assistants to the Sherweb cloud marketplace and partner portal. Manage customer subscriptions, product catalog, billing, and account data through natural language commands. Built by WYRE Technology for MSP environments.