Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 201 | Unranked | ecommerce-insight-mcpmcp · ai-agents | An MCP server that scrapes e-commerce product and category pages into structured JSON, enabling Claude to build presentations, market analyses, and… | No signals yet | No one-command install · Source | |
| 202 | Unranked | craveup-mcp-servermcp · back-end | Enables AI agents to onboard restaurant brands and manage Crave menus, storefronts, and mobile releases via natural language. | No signals yet | No one-command install · Source | |
| 203 | Unranked | flesh-and-blood-card-database-mcp-servermcp · back-end | MCP server for searching Flesh and Blood TCG cards, retrieving print variations, and browsing product catalogs via the CardVault API. | No signals yet | No one-command install · Source | |
| 204 | Unranked | tuma250-mcpmcp · search | Enables AI clients to search products, manage shopping carts, and browse order history on the Tuma 250 grocery site in Kigali, Rwanda. | No signals yet | No one-command install · Source | |
| 205 | Unranked | lightspeed-xmcp · observability | Enables read-only access to Lightspeed X retail data (sales, inventory, products, customers) with aggregated reporting on revenue, COGS, profit, and… | No signals yet | No one-command install · Source | |
| 206 | Unranked | affiliate-marketplace-mcpmcp · database | Enables AI agents to automate the full affiliate e-commerce workflow across Shopee and TikTok Shop, including product hunting, seller auditing, review… | No signals yet | No one-command install · Source | |
| 207 | Unranked | mcp-woocommercemcp · back-end | Enables AI agents to interact with WooCommerce stores via the WooCommerce REST API, supporting operations like listing products, orders, and… | No signals yet | No one-command install · Source | |
| 208 | Unranked | pipeworx-io-shopifymcp · back-end | Shopify store management with read access to products, orders, and customers via the Shopify Admin REST API. | No signals yet | No one-command install · Source | |
| 209 | Unranked | mcp-postscriptmcp · comms | Enables SMS marketing for Shopify via Postscript, allowing AI agents to manage campaigns and communications through natural language queries. | No signals yet | No one-command install · Source | |
| 210 | Unranked | mcp-traject-ecommercemcp · back-end | Enables access to ecommerce data from Amazon (via Rainforest API) and Walmart (via BlueCart API) through an MCP server, part of the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 211 | Unranked | pipeworx-io-gamedealsmcp · back-end | Find discounted PC game deals across multiple storefronts using the CheapShark API. | No signals yet | No one-command install · Source | |
| 212 | Unranked | profitpathermcp · back-end | First-party Shopify analytics MCP server providing unsampled session, attribution, funnel, and leak data via 26 tools. | No signals yet | No one-command install · Source | |
| 213 | Unranked | cross-shopmcp · ai-agents | Batch-first MCP server for product search, product detail, and anonymous shipping quotes across public storefronts and marketplaces, exposing search… | No signals yet | No one-command install · Source | |
| 214 | Unranked | shop-mcp-servermcp · database | Enables AI agents to analyze an SQLite e-commerce database via secure read-only SQL queries, providing tools for table inspection and analytical… | No signals yet | No one-command install · Source | |
| 215 | Unranked | simsima-connectivitymcp · back-end | Public MCP server for a travel-eSIM marketplace: search, recommend and buy data plans for 190+ destinations, returning an attributed checkout link… | No signals yet | No one-command install · Source | |
| 216 | Unranked | carkeeper-mcpmcp · payments | Enables ChatGPT to run live CarKeeper vehicle checks, full purchase analyses, and multi-car comparisons using real report data, with optional paid… | No signals yet | No one-command install · Source | |
| 217 | Unranked | magento-sql-mcp-servermcp · database | Enables AI assistants to interact with a Magento 2 or Adobe Commerce MySQL database through 50+ read-only tools for orders, catalog, customers, CMS… | No signals yet | No one-command install · Source | |
| 218 | Unranked | mealcp-mcpmcp · back-end | Enables searching grocery product catalogs with faceted filters and retrieving price history statistics via the MealCP grocery price API. | No signals yet | No one-command install · Source | |
| 219 | Unranked | shop-db-mcp-servermcp · database | Gives AI agents read-only analytical access to an e-commerce SQLite database (customers, orders, order_items, products) via SQL queries, table… | No signals yet | No one-command install · Source | |
| 220 | Unranked | letisim-retail-mcpmcp · payments | Lets AI agents search travel eSIM plans by destination, get exact current prices, and hand off to a first-party checkout link without the server ever… | No signals yet | No one-command install · Source | |
| 221 | Unranked | shop-dbmcp · database | Enables AI agents to read-only query an online store's SQLite database, listing tables, inspecting schemas, and running SELECT queries over customers… | No signals yet | No one-command install · Source | |
| 222 | Unranked | read-only-sqlite-shop-database-mcp-servermcp · database | Enables AI agents to safely inspect and query an SQLite e-commerce database with tools for listing tables, describing schemas, and running read-only… | No signals yet | No one-command install · Source | |
| 223 | Unranked | shop-analytics-mcp-servermcp · database | Enables AI agents to answer analytical questions about an online store's SQLite database through specialized read-only tools, without any risk of… | No signals yet | No one-command install · Source | |
| 224 | 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 | |
| 225 | 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 | |
| 226 | Unranked | shopmcp · database | Enables read-only interaction with an online store's SQLite database over MCP stdio, including table listing, schema inspection, safe read-only SQL… | No signals yet | No one-command install · Source | |
| 227 | Unranked | shop-analytics-mcpmcp · database | Enables secure analytics on an SQLite database of an online store via six specialized tools covering schema, customer metrics, product sales, category… | No signals yet | No one-command install · Source | |
| 228 | Unranked | ecommerce-retail-rag-mcpmcp · search | Enables e-commerce customer service agents to retrieve product catalog and return/delivery policy documents through multi-source RAG with RRF fusion… | No signals yet | No one-command install · Source | |
| 229 | Unranked | safe-cart-aimcp · observability | Enables AI agents to browse product catalogs and make purchases through a policy engine that enforces spending limits, requires human approval for… | No signals yet | No one-command install · Source | |
| 230 | Unranked | tkawenmcp · auth | Provides AI assistants with accurate Algerian administrative data, including wilayas, communes, postal codes, and phone validation, as well as… | No signals yet | No one-command install · Source | |
| 231 | 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 | |
| 232 | 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 | |
| 233 | Unranked | product-catalog-mcpmcp · search | Enables CRUD operations and search on an Excel-backed product catalog, allowing users to list, search, add, update, and delete products. | No signals yet | No one-command install · Source | |
| 234 | Unranked | shop-sqlite-mcpmcp · database | Enables safe, read-only analysis of an online store's SQLite database, providing schema introspection, restricted SELECT queries, and specialized… | No signals yet | No one-command install · Source | |
| 235 | Unranked | craftormcp · front-end | Universal autonomous MCP platform for WordPress, Elementor, and WooCommerce enabling AI clients to inspect, design, build, test, and manage websites. | No signals yet | No one-command install · Source | |
| 236 | 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 | |
| 237 | 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 | |
| 238 | 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 | |
| 239 | Unranked | agentic-support-agent-mcpmcp · search | Enables AI agents to check order statuses, retrieve FAQ policy answers via RAG, and create/manage support tickets, all based on the e-commerce support… | No signals yet | No one-command install · Source | |
| 240 | Unranked | local-database-analytics-mcp-servermcp · database | Enables AI assistants like Claude to query, analyze, and summarize local SQLite e-commerce databases using natural language through 11 tools, schema… | No signals yet | No one-command install · Source | |
| 241 | Unranked | commonlands-mcpmcp · other | Enables lens selection, field of view calculation, Shopify product truth verification, and cart handling for Commonlands precision optics. | No signals yet | No one-command install · Source | |
| 242 | Unranked | vibe-wpmcp · ai-agents | Universal MCP server for WordPress & WooCommerce, enabling AI agents to execute PHP, extract product attributes, and manage 38 builders/plugins with a… | No signals yet | No one-command install · Source | |
| 243 | 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 | |
| 244 | Unranked | smart-retail-mcpmcp · ai-agents | MCP server that provides predictive inventory analysis tools to AI agents, including current stock, sales velocity, and replenishment alerts. | No signals yet | No one-command install · Source | |
| 245 | 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 | |
| 246 | Unranked | quickerspot-mcpmcp · ai-agents | Official Model Context Protocol (MCP) Server for QuickerSpot — AI-powered commercial radio and retail sound automation. Connect your AI Assistants… | No signals yet | No one-command install · Source | |
| 247 | 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 | |
| 248 | Unranked | enterprise-operations-hubmcp · observability | An MCP-native enterprise operations platform that unifies team management, product catalog, order processing, knowledge base, location intelligence… | No signals yet | No one-command install · Source | |
| 249 | 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 | |
| 250 | Unranked | janus-kinematic-drivemcp · ai-agents | Gives your agent a private Kinematic Drive: a deterministic memory engine for sub-millisecond exact recall over code and docs with no hallucination… | No signals yet | No one-command install · Source | |
| 251 | Unranked | agentreadymcp · ai-agents | MCP server for auditing e-commerce stores' AI agent readiness, providing deterministic scores, blockers, and fixes. Enables agents to call… | No signals yet | No one-command install · Source | |
| 252 | 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 | |
| 253 | Unranked | shopflow-mcpmcp · search | Enables retrieval of domain knowledge and expert matching for e-commerce delivery reviews, with unified evidence snapshot freezing. | No signals yet | No one-command install · Source | |
| 254 | Unranked | shopify-theme-inspector-mcpmcp · other | Connects Shopify's Liquid profiler to AI assistants to diagnose slow themes, providing performance reports and recommendations without editing the… | No signals yet | No one-command install · Source | |
| 255 | 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 | |
| 256 | Unranked | inyfinn-cursor-bridge-mcpmcp · other | Enables WordPress site management through Cursor IDE, providing abilities for content operations, plugin/theme management, WooCommerce, and hosting… | No signals yet | No one-command install · Source | |
| 257 | 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 | |
| 258 | Unranked | e-commerce-support-agent-mcp-servermcp · search | Provides e-commerce customer support tools for order status, delivery, account, and policy questions, with RAG-grounded retrieval and strict… | No signals yet | No one-command install · Source | |
| 259 | Unranked | catalog-intelligence-agentmcp · ai-agents | MCP server for autonomous catalog enrichment, turning raw ERP data into storefront-ready product listings with SEO titles, descriptions, images… | No signals yet | No one-command install · Source | |
| 260 | Unranked | gempack-shopmcp · ai-agents | MCP server for a demo Nintendo Switch game shop. Enables agents to list/search games, manage the cart, and perform demo checkout while sharing state… | No signals yet | No one-command install · Source | |
| 261 | Unranked | whats-inherited-mcpmcp · ai-agents | Enumerates everything in a code checkout addressed to an AI agent, including instruction files, hook commands, declared MCP servers, and… | No signals yet | No one-command install · Source | |
| 262 | Unranked | storefront-mcpmcp · front-end | MCP server for a temporary rental catalog that enables property search and browsing via an interactive UI resource, including detailed listings and a… | No signals yet | No one-command install · Source | |
| 263 | Unranked | comos-federation-gatewaymcp · auth | Shop every merchant on the ComOS commerce network over one MCP connection — catalog search, live inventory, atomic COM/USD checkout, orders, tracking… | No signals yet | No one-command install · Source | |
| 264 | Unranked | storemetrics-mcpmcp · observability | Real-time e-commerce analytics: visitors, Shopify/Stripe revenue attribution, funnels, and a live visitor feed. Agents can self-register a website… | No signals yet | No one-command install · Source | |
| 265 | 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 | |
| 266 | Unranked | mcp-server-sharepointmcp · ai-agents | MCP server that enables AI agents to read, edit, and manage SharePoint documents with proper checkout, check-in, version history, and audit trails. | No signals yet | No one-command install · Source | |
| 267 | Unranked | geekbi-temu-research-mcpmcp · search | Provides Temu e-commerce data analysis and market research tools via MCP, enabling AI agents to search products, images, stores, categories, keywords… | No signals yet | No one-command install · Source | |
| 268 | Unranked | shopify-global-catalog-mcp-adaptermcp · ai-agents | This MCP server bridges XiaoYi to Shopify's catalog search by translating SSE requests to Streamable HTTP and providing the required UCP agent… | No signals yet | No one-command install · Source | |
| 269 | 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 | |
| 270 | 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 | |
| 271 | 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 | |
| 272 | Unranked | mcp-server-playground-2mcp · database | An MCP server that demonstrates the Model Context Protocol using a mock SQLite database of an online store, offering tools for product search, sales… | No signals yet | No one-command install · Source | |
| 273 | Unranked | suzuri-mcpmcp · front-end | Enables AI assistants to create custom merchandise on SUZURI, including uploading images, generating text designs, and placing them on 450+ items, as… | No signals yet | No one-command install · Source | |
| 274 | 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 | |
| 275 | 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 | |
| 276 | Unranked | catalogmcpmcp · observability | Enables natural-language setup and management of a governed digital product catalog, including schema, products, and rules, with dry-run previews… | No signals yet | No one-command install · Source | |
| 277 | 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 | |
| 278 | 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 | |
| 279 | Unranked | ecommerce-mcpmcp · ai-agents | MCP server for commerce-operations self-service. Lets an AI agent look up order details and search orders without needing developer or SQL access. | No signals yet | No one-command install · Source | |
| 280 | Unranked | ecom-mcpmcp · ai-agents | An MCP server for e-commerce operations that enables AI agents to investigate stuck orders, surface fulfillment anomalies, and create escalation… | No signals yet | No one-command install · Source | |
| 281 | 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 | |
| 282 | 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 | |
| 283 | 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 | |
| 284 | Unranked | shopicomcp · other | Provides Shopify demand forecasting, reorder recommendations, and dollar-impact reports as MCP tools. | No signals yet | No one-command install · Source | |
| 285 | 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 | |
| 286 | 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 | |
| 287 | Unranked | yandex-cloud-docs-mcpmcp · search | Provides offline, read-only full-text search over a local Yandex Cloud documentation checkout via MCP, with ranked search, line-numbered excerpts, and… | No signals yet | No one-command install · Source | |
| 288 | 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 | |
| 289 | 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 | |
| 290 | Unranked | mcp-projectmcp · other | Provides read-only tools for querying a synthetic e-commerce dataset, including product categories, products, sales data, customer history, and order… | No signals yet | No one-command install · Source | |
| 291 | 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 | |
| 292 | 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 | |
| 293 | 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 | |
| 294 | 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 | |
| 295 | 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 | |
| 296 | Unranked | ecommerce-promptsmcp · search | Provides AI assistants with access to a library of 924 free ecommerce marketing prompts across 43 categories, enabling tools to list collections… | No signals yet | No one-command install · Source | |
| 297 | Unranked | sneaker-carousel-mcp-appmcp · payments | Enables browsing a sneaker carousel, selecting sizes and quantities, and simulating a checkout process within Claude via an MCP App. | No signals yet | No one-command install · Source | |
| 298 | Unranked | synchronitymcp · search | Enables AI assistants to search, compare, and buy products across connected WooCommerce stores with human-in-the-loop approval. | No signals yet | No one-command install · Source | |
| 299 | Unranked | multi-tenant-analytics-mcpmcp · database | Enables e-commerce clients to query their own analytics data in plain English with strict tenant isolation enforced by the database. | No signals yet | No one-command install · Source | |
| 300 | 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 |
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.