Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | Unranked | mcp-clean-architecturemcp · back-end | Enables building maintainable MCP servers and apps in Python using FastMCP and Clean Architecture, providing e-commerce operations like product search… | No signals yet | No one-command install · Source | |
| 102 | Unranked | a1-yandex-kit-mcpmcp · back-end | MCP server for the Yandex KIT e-commerce API, built with the official Model Context Protocol SDK. It exposes 61 tools over stdio to manage catalog… | No signals yet | No one-command install · Source | |
| 103 | Unranked | lumenco-catalog-mcp-servermcp · back-end | Provides read-only access to the Lumenco product catalog, enabling retrieval of products, specifications, listings, and recommendation candidates… | No signals yet | No one-command install · Source | |
| 104 | Unranked | elevor-erp360mcp · back-end | Exposes the Elevor ERP360 API to MCP clients, enabling listing customers, checking credit limits, querying orders, syncing product catalog and stock… | No signals yet | No one-command install · Source | |
| 105 | Unranked | hey-harper-multi-store-shopify-mcp-servermcp · back-end | A remote MCP server that aggregates unfulfilled and needs-attention orders across all five Hey Harper Shopify stores in one connection, using… | No signals yet | No one-command install · Source | |
| 106 | Unranked | armornglory-mcp-servermcp · back-end | Enables AI assistants to search and recommend Christian streetwear, faith apparel, trucker hats, and clogs, while providing theological insights… | No signals yet | No one-command install · Source | |
| 107 | Unranked | magento-mcpmcp · back-end | MCP server for Magento 2, exposing store data and operations via REST Admin API, GraphQL, and read-only SQL, with safety confirmations for destructive… | No signals yet | No one-command install · Source | |
| 108 | Unranked | haulistic-mcp-servermcp · back-end | Enables reading public product catalogs for a single Haulistic organization, with prompts for browsing, searching, and comparing products via MCP… | No signals yet | No one-command install · Source | |
| 109 | Unranked | shopify-operations-mcpmcp · back-end | Safe-write Shopify operations MCP server with plan-before-execute writes, out-of-band approval, and tamper-evident audit trail. | No signals yet | No one-command install · Source | |
| 110 | Unranked | deal-huntermcp · back-end | MCP server that finds the cheapest effective price for products in India by comparing live prices across retailers, applying coupons and card rewards… | No signals yet | No one-command install · Source | |
| 111 | Unranked | profitlee-mcpmcp · back-end | ProfitLee MCP is an MCP server for analyzing ecommerce and marketplace profitability. It helps users calculate net profit, profit margin, ROI… | No signals yet | No one-command install · Source | |
| 112 | Unranked | wow-addon-api-mcpmcp · back-end | A version-aware MCP server that provides the World of Warcraft retail AddOn API with pinned documentation snapshots, enabling lookups, searches… | No signals yet | No one-command install · Source | |
| 113 | Unranked | happy-endpoint-mcp-servermcp · back-end | MCP server that provides direct access to real-time UAE property data, retail products, and travel pricing through task-shaped tools, normalizing… | No signals yet | No one-command install · Source | |
| 114 | Unranked | apikey-mcp-servermcp · back-end | A fully-featured MCP server with API-key authentication, demonstrating realistic e-commerce tools, resources, and prompts. | No signals yet | No one-command install · Source | |
| 115 | Unranked | shopify-admin-graphql-gateway-mcpmcp · back-end | Security-focused MCP server for Shopify Admin GraphQL with read-only queries by default and mutations requiring preview and one-time confirmation. It… | No signals yet | No one-command install · Source | |
| 116 | Unranked | io-github-andrewvg23-grocery-mcpmcp · back-end | A dedicated MCP and REST service that searches grocery retailers directly and returns reviewable product links, enabling users to find products and… | No signals yet | No one-command install · Source | |
| 117 | Unranked | shop-mcpmcp · back-end | MCP server for automating personal Amazon.in and Flipkart accounts via browser sessions, enabling product search, cart management, and guarded… | No signals yet | No one-command install · Source | |
| 118 | Unranked | e-commerce-order-management-mcp-servermcp · back-end | Remote MCP server for fetching order status and checking refund eligibility, built with FastMCP, FastAPI, and MySQL. | No signals yet | No one-command install · Source | |
| 119 | Unranked | shopify-enterprise-mcp-servermcp · back-end | Production-grade MCP server that exposes live Shopify Admin GraphQL data to Microsoft Copilot Studio agents, enabling real-time answers to business… | No signals yet | No one-command install · Source | |
| 120 | Unranked | mcp-magento-cloudmcp · back-end | Enables AI agents to interact with Adobe Commerce Cloud projects via REST API and SSH for database queries, log reading, environment management, and… | No signals yet | No one-command install · Source | |
| 121 | Unranked | steam-storefront-mcpmcp · back-end | MCP server enabling AI assistants to search Steam games, retrieve official store metadata, and analyze player review sentiment via public Steam… | No signals yet | No one-command install · Source | |
| 122 | Unranked | itad-mcpmcp · back-end | MCP server that provides AI assistants with access to IsThereAnyDeal game pricing data, including current prices, discounts, historical lows, and… | No signals yet | No one-command install · Source | |
| 123 | Unranked | korea-e-commerce-integrated-channel-mcpmcp · back-end | A composite MCP server for managing products across multiple Korean e-commerce platforms (Naver Smart Store, Coupang, 11번가, Gmarket/Auction), enabling… | No signals yet | No one-command install · Source | |
| 124 | Unranked | tracking-plan-mcp-servermcp · back-end | MCP server for creating, listing, inspecting, and validating tracking plans for ecommerce and lead-generation businesses, with JSON storage and… | No signals yet | No one-command install · Source | |
| 125 | Unranked | demandex-mcpmcp · back-end | MCP server for Demandex e-commerce demand intelligence, providing Reddit-based opportunity cards and demand verdicts with free and paid per-call tools… | No signals yet | No one-command install · Source | |
| 126 | Unranked | commerce-operations-mcp-servermcp · back-end | Enables AI agents to independently investigate and resolve e-commerce order issues, particularly refund processing, with tools for order search… | No signals yet | No one-command install · Source | |
| 127 | Unranked | commercebridgemcp · back-end | MCP server providing unified access to eBay, Shopify, Best Buy, and Etsy marketplace data via the Commerce API, enabling product searches and listing… | No signals yet | No one-command install · Source | |
| 128 | Unranked | jewellery-mcpmcp · back-end | MCP server for cross-brand jewellery retail customer data, exposing read-only tools to search customers, view purchase histories, identify cross-brand… | No signals yet | No one-command install · Source | |
| 129 | Unranked | commerce-ops-mcp-servermcp · back-end | Enables AI agents to investigate and resolve e-commerce order exceptions like damages, lost shipments, refunds, and replacements through a unified… | No signals yet | No one-command install · Source | |
| 130 | Unranked | hostinger-mcp-servermcp · back-end | Connect any MCP-compatible AI agent to the full Hostinger platform. Manage VPS, domains, DNS, hosting, WordPress, email, ecommerce, and more through… | No signals yet | No one-command install · Source | |
| 131 | Unranked | pifini-mcpmcp · back-end | Thin stdio proxy to Pifini's hosted MCP server (real events, reviewed places, and ticket checkout across the Caribbean & Latin America). MIT, zero… | No signals yet | No one-command install · Source | |
| 132 | Unranked | rakuten-japan-mcpmcp · back-end | MCP server to search Rakuten Ichiba (Japan's largest e-commerce platform) for products, returning names, prices, URLs, shop info, reviews, and images… | No signals yet | No one-command install · Source | |
| 133 | Unranked | rangeview-mcpmcp · back-end | Read-only MCP server for searching and browsing the Rangeview Sports product catalog, including firearms, ammunition, optics, and accessories. | No signals yet | No one-command install · Source | |
| 134 | Unranked | betheme-mcp-servermcp · back-end | Enables AI agents to manage BeTheme-powered WordPress sites, including building pages with BeBuilder, configuring templates, handling plugins, and… | No signals yet | No one-command install · Source | |
| 135 | Unranked | ask-aimcp · back-end | Hosted MCP server connecting Shopify, Klaviyo, GA4, Meta Ads, Google Ads, Xero, Gorgias and 20+ e-commerce data sources so AI assistants can answer… | No signals yet | No one-command install · Source | |
| 136 | Unranked | squarespace-mcp-servermcp · back-end | A comprehensive MCP server that enables AI assistants to interact with Squarespace sites, providing 67 tools for website management, e-commerce… | No signals yet | No one-command install · Source | |
| 137 | Unranked | shopify-reports-mcpmcp · back-end | Enables AI agents to query Shopify analytics with ShopifyQL via the Admin GraphQL endpoint, executing queries and interpreting results like 'show me… | No signals yet | No one-command install · Source | |
| 138 | Unranked | project-tangomcp · back-end | A local-first Model Context Protocol server that provides LLM agents with structured access to e-commerce data (products, inventory, orders, sales… | No signals yet | No one-command install · Source | |
| 139 | Unranked | slimweb-client-mcpmcp · back-end | Consumer-side MCP server for Webless storefront operations, enabling catalog browsing, product search, and order lookup via tools. | No signals yet | No one-command install · Source | |
| 140 | Unranked | coupang-browser-mcpmcp · back-end | Personal-use MCP server that searches Coupang through your own Chrome browser, enabling product search, detail, reviews, orders, cart, and checkout… | No signals yet | No one-command install · Source | |
| 141 | Unranked | luxare-retail-mcpmcp · back-end | An MCP server that exposes Diaspark retail reporting APIs for searching customers, sales history, and inventory through tools compatible with Claude… | No signals yet | No one-command install · Source | |
| 142 | Unranked | tekweld-ecommerce-mcpmcp · back-end | MCP server that wraps the Tekweld ecommerce test API, providing tools to browse the mega menu and make generic API calls. | No signals yet | No one-command install · Source | |
| 143 | Unranked | wp-criumcp · back-end | Manages multiple WordPress sites through the Codex WP Admin Bridge plugin, offering site inspection, plugin/theme management, option reading/writing… | No signals yet | No one-command install · Source | |
| 144 | Unranked | ninja-mcpmcp · back-end | MCP server for AI agents to interact with the Ninja/AnaNinja mobile API, enabling mobile-compatible auth, address management, retail/grocery product… | No signals yet | No one-command install · Source | |
| 145 | Unranked | kalicart-globalmcp · back-end | Federated commerce search MCP server enabling AI agents to query real product offers, prices, and availability across independent WooCommerce stores… | No signals yet | No one-command install · Source | |
| 146 | Unranked | periskop-mcp-servermcp · back-end | Enables AI agents to perform product discovery from natural language shopping intents, returning ranked products with merchant links without… | No signals yet | No one-command install · Source | |
| 147 | Unranked | target-cart-mcpmcp · back-end | An MCP server for searching Target products and generating Shopping Cart Share links from a list of TCINs. | No signals yet | No one-command install · Source | |
| 148 | Unranked | ucp-mcp-storefrontmcp · back-end | A UCP-compliant MCP storefront server that exposes product catalog operations (search, cart, checkout) as MCP tools, following UCP schema version… | No signals yet | No one-command install · Source | |
| 149 | Unranked | mark-coach-mcpmcp · back-end | Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI coaching assistant for ecommerce and Facebook Ads. | No signals yet | No one-command install · Source | |
| 150 | Unranked | commerce-mcp-servermcp · back-end | Enables e-commerce operations such as product search, price updates, and order notes via MCP tools, with secure credential handling. | No signals yet | No one-command install · Source | |
| 151 | Unranked | mcp-commerce-startermcp · back-end | MCP server exposing Shopify commerce backend with ~22 typed tools for orders, inventory, logistics, and fulfillment, including read/write separation… | No signals yet | No one-command install · Source | |
| 152 | Unranked | agnigateway-marketplacemcp · back-end | AI commerce platform — WooCommerce store products, flights, tours, activities and local transport via MCP. Search, availability and booking tools. No… | No signals yet | No one-command install · Source | |
| 153 | Unranked | kockatoos-shopify-mcp-servermcp · back-end | An MCP server providing AI agents with full access to the Shopify Admin API via 136 tools for managing products, orders, customers, collections, and… | No signals yet | No one-command install · Source | |
| 154 | Unranked | miller-joe-shopifymcp · back-end | Manages Shopify stores via the Admin API with AI-powered product image generation. | No signals yet | No one-command install · Source | |
| 155 | Unranked | claude-ai-mcp-demomcp · back-end | MCP server that enables Claude to dynamically rebrand and restock a themeable micro-storefront, including content and look-and-feel control via MCP… | No signals yet | No one-command install · Source | |
| 156 | Unranked | dizzyvinci-apify-foundrymcp · back-end | Provides two MCP servers: Shopify Catalog Monitor for tracking product changes and US Building Permit Aggregator for construction permit data from 9… | No signals yet | No one-command install · Source | |
| 157 | Unranked | azure-pricing-mcpmcp · back-end | Enables LLMs to query Azure service pricing via the public Azure Retail Prices API, with tools for searching prices, estimating costs, comparing… | No signals yet | No one-command install · Source | |
| 158 | Unranked | lowtoxgear-mcp-server-suitemcp · back-end | Provides tools for searching and filtering low-tox products on the Lowtoxgear storefront, and scanning product barcodes to analyze ingredients against… | No signals yet | No one-command install · Source | |
| 159 | Unranked | estroni-storefrontmcp · back-end | Read-only access to the Estroni activewear product catalog including product search, details, collections, and store policies via Shopify's storefront… | No signals yet | No one-command install · Source | |
| 160 | Unranked | bluedart-mcp-servermcp · back-end | MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill creation, tracking, pickup scheduling, and transit time lookup via MCP… | No signals yet | No one-command install · Source | |
| 161 | Unranked | richmondteo-code-buywheremcp · back-end | Searches and compares products from Southeast Asian retailers via the BuyWhere product catalog API. | No signals yet | No one-command install · Source | |
| 162 | Unranked | fichepro-mcp-servermcp · back-end | Enables dropshippers and e-commerce operators to generate SEO-optimized product listings, score SEO, audit catalogs, discover niches and suppliers… | No signals yet | No one-command install · Source | |
| 163 | Unranked | flin-shopify-analytics-mcpmcp · back-end | Read-only MCP server for querying Shopify analytics data, including orders, customers, products, sales, retention, and attribution. | No signals yet | No one-command install · Source | |
| 164 | Unranked | ecommerce-mcp-servermcp · back-end | Enables AI agents to search products, lookup barcodes, and manage shopping carts and wishlists using free e-commerce APIs. | No signals yet | No one-command install · Source | |
| 165 | Unranked | trustrails-mcp-servermcp · back-end | Searches UK electronics products across multiple retailers, compares prices, and provides purchase links. | No signals yet | No one-command install · Source | |
| 166 | Unranked | business-bridge-mcp-servermcp · back-end | Enables AI agents to connect and interact with common business platforms like Shopify, WordPress, and Calendly via pre-built connectors for tasks such… | No signals yet | No one-command install · Source | |
| 167 | Unranked | chasewnorton-shopify-adminmcp · back-end | Production-grade MCP server for Shopify Admin GraphQL API with schema-driven tools and cost-aware throttling. | No signals yet | No one-command install · Source | |
| 168 | Unranked | shopify-admin-mcpmcp · back-end | Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more. | No signals yet | No one-command install · Source | |
| 169 | Unranked | fastspring-mcp-servermcp · back-end | Enables interaction with FastSpring e-commerce platform for managing orders, subscriptions, and accounts through natural language using the Model… | No signals yet | No one-command install · Source | |
| 170 | Unranked | billz-mcpmcp · back-end | MCP server for the BILLZ POS/Retail API 2.0, enabling AI agents to perform analytics and full retail operations including sales, products, customers… | No signals yet | No one-command install · Source | |
| 171 | Unranked | agentic-product-protocol-mcp-servermcp · back-end | Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products… | No signals yet | No one-command install · Source | |
| 172 | Unranked | wonderkraftzmcp · back-end | Premium gifting marketplace with product search, recommendations, cart management, and checkout via Shopify Storefront API. | No signals yet | No one-command install · Source | |
| 173 | Unranked | wonderkraftz-mcpmcp · back-end | An MCP server that connects AI assistants to the Wonderkraftz Premium Gifting Studio, enabling product browsing, personalized gift recommendations… | No signals yet | No one-command install · Source | |
| 174 | Unranked | e-commerce-mcp-servermcp · back-end | Enables AI assistants to manage products, shopping carts, and orders in an online store through a well-defined MCP API. | No signals yet | No one-command install · Source | |
| 175 | Unranked | cart-mcp-servermcp · back-end | MCP server for the Cart e-commerce intelligence API, enabling AI agents to search stores, products, ads, and suppliers, and analyze market trends. | No signals yet | No one-command install · Source | |
| 176 | Unranked | mcp-server-2mcp · back-end | Extends Claude with real-time weather data and product catalog management tools, including forecasts, alerts, CRUD operations for products. | No signals yet | No one-command install · Source | |
| 177 | Unranked | magento-mcp-servermcp · back-end | Enables natural language queries about Magento store catalog, sales, and customer data through dynamic tools for AI assistants. | No signals yet | No one-command install · Source | |
| 178 | Unranked | scrapingdog-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for ScrapingDog API that provides comprehensive web scraping, search engine data extraction, social media… | No signals yet | No one-command install · Source | |
| 179 | Unranked | online-boutique-ai-assistant-mcp-servermcp · back-end | MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microservice functions via the Model Context Protocol, enabling any MCP client… | No signals yet | No one-command install · Source | |
| 180 | Unranked | vertex-ai-search-for-commerce-mcp-servermcp · back-end | Provides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries. | No signals yet | No one-command install · Source | |
| 181 | Unranked | pricehunt-mcp-servermcp · back-end | Enables searching and comparing products across Pakistani e-commerce platforms Daraz, Telemart, and iShopping, filtering by price and ratings. | No signals yet | No one-command install · Source | |
| 182 | Unranked | budgetfittermcp · back-end | UK deal discovery MCP server for searching verified discount codes, vouchers, and brand intelligence across retailers. | No signals yet | No commit datelisted | No one-command install · Source |
| 183 | Unranked | codespar-vtexmcp · back-end | E-commerce management for orders, products, inventory, and shipping via the VTEX API. | No signals yet | No commit datelisted | No one-command install · Source |
| 184 | Unranked | curie-vision-commercemcp · back-end | AI-powered 3D product search and purchase across 5.6M+ Shopify stores. Free global endpoint; authenticated store-specific endpoints available. | No signals yet | No commit datelisted | No one-command install · Source |
| 185 | Unranked | deliverect-commerce-mcp-servermcp · back-end | MCP server exposing the Deliverect Commerce API for voice/AI assistant integration. Features seamless cross-service integration with Spoonity for… | No signals yet | No commit datelisted | No one-command install · Source |
| 186 | Unranked | dm-drogerie-marktmcp · back-end | Official MCP server for dm-drogerie-markt — search the online product catalogue of Germany's largest drugstore chain. | No signals yet | No commit datelisted | No one-command install · Source |
| 187 | Unranked | gossiper-shopify-adminmcp · back-end | Integrates with Shopify Admin API for store management including products, orders, customers, and inventory through natural language commands. | No signals yet | No commit datelisted | No one-command install · Source |
| 188 | Unranked | mida-mcp-servermcp · back-end | Enables AI to automatically perform Root Cause Analysis for app issues (e.g., sessions not recording, heatmap empty, replica drift) by querying logs… | No signals yet | No commit datelisted | No one-command install · Source |
| 189 | Unranked | nexgendata-ecommerce-intelligencemcp · back-end | Analyze Shopify e-commerce stores and product data through Apify's web scraping infrastructure. | No signals yet | No commit datelisted | No one-command install · Source |
| 190 | Unranked | seekonmemcp · back-end | Search and retrieve product catalog listings via the SeekOnMe API. | No signals yet | No commit datelisted | No one-command install · Source |
| 191 | Unranked | shopify-dev-mcpmcp · back-end | Model Context Protocol (MCP) server that interacts with Shopify Dev. | No signals yet | No commit datelisted | No one-command install · Source |
| 192 | Unranked | shopify-expertsubagent · back-end | Expert Shopify development assistant specializing in theme development, Liquid templating, app development, and Shopify APIs | No signals yet | No commit datelisted | armory install shopify-expert --cli claude |
| 193 | Unranked | shopify-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 194 | Unranked | storesignal-mcp-servermcp · back-end | A Model Context Protocol server that exposes the StoreSignal API as tools, so any MCP client can analyze Shopify stores and run market intelligence… | No signals yet | No commit datelisted | No one-command install · Source |
| 195 | Unranked | wordpress-claude-stackrules · back-end | Complete AI coding setup for WordPress — themes, plugins, Gutenberg, WooCommerce, ACF, REST API with .cursorrules + CLAUDE.md + Copilot instructions +… | No signals yet | No commit datelisted | armory install wordpress-claude-stack --cli claude |
| 196 | Unranked | wordpress-mastersubagent · back-end | Use this agent when you need to architect, optimize, or troubleshoot WordPress implementations ranging from custom theme/plugin development to… | No signals yet | No commit datelisted | armory install wordpress-master --cli claude |
| 197 | Unranked | wp-commander-mcp-servermcp · back-end | Controls any WordPress site via natural language, offering tools for site health, plugins, posts, SEO, WooCommerce, and more. | No signals yet | No commit datelisted | No one-command install · Source |
| 198 | Unranked | wpzylos-mcp-servermcp · back-end | Intelligent framework-aware context layer for AI-powered WordPress plugin development with WPZylos + WooCommerce support, offering 55 tools, 12… | No signals yet | No commit datelisted | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.