Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 22.557 | grabinsurance-mcpmcp · other | Enables contextual insurance recommendation and quoting for e-commerce deals through natural language, with tools to classify deal intents, retrieve… | 1 star | No one-command install · Source | |
| 2 | 22.557 | jumpsellermcp · other | Manage Jumpseller e-commerce stores with tools for products, orders, and customers. | 1 star | No one-command install · Source | |
| 3 | 22.557 | mayankjanmejay-bopmarketmcp · other | Automates buying, selling, and product tracking across Amazon, eBay, AliExpress, and other e-commerce platforms. | 1 star | No one-command install · Source | |
| 4 | 22.557 | teamsincetoday-recipe-commercemcp · other | Extracts recipes, ingredients, and affiliate product links from food content. | 1 star | No one-command install · Source | |
| 5 | 22.557 | recipe-commerce-intelligence-mcpmcp · other | Extracts branded ingredients and kitchen tools from recipes, matches them to affiliate products, and generates shoppable ingredient lists to turn… | 1 star | No one-command install · Source | |
| 6 | 22.557 | shopify-forecast-mcpmcp · other | Enables AI assistants to forecast revenue and demand for Shopify stores using Google's TimesFM model. Provides tools for revenue forecasting, demand… | 1 star | No one-command install · Source | |
| 7 | 22.557 | vitrine3d-mcpmcp · other | 3D product viewer platform with a visual editor. Upload GLB models, style scenes with lighting, camera, and backgrounds, and embed on any website… | 1 star | armory install vitrine3d-mcp --cli claude | |
| 8 | 22.557 | com-wpwriter-wordpressmcp · other | Connects self-hosted WordPress sites to AI assistants for content creation, SEO, media management, and WooCommerce via 163 tools across 33 categories. | 1 star | No one-command install · Source | |
| 9 | 22.557 | ecommapimcp · other | Enables AI-powered analysis of e-commerce products and sales data, proposing price and description changes that require human approval before being… | 1 star | No one-command install · Source | |
| 10 | 22.557 | retail-mcpmcp · other | Connects AI clients to retail customer, inventory, sales, order, and support capabilities through the Model Context Protocol. | 1 star | No one-command install · Source | |
| 11 | 22.557 | genflowai-codex-pluginmcp · other | GenflowAI for Codex helps creators, ecommerce teams, and marketing teams find reusable AI creative workflow templates, list their own saved workflows… | 1 star | No one-command install · Source | |
| 12 | 22.557 | piers-fawkes-foddamcp · other | Expert-curated knowledge graphs for retail, beauty, and sports. | 1 star | No one-command install · Source | |
| 13 | 23.374 | verity-scoremcp · other | GEO audit for Shopify stores with AI readiness scoring and vertical checklists. | 1 fork | No one-command install · Source | |
| 14 | 32.223 | pressomcp · other | Connect e-commerce and marketing data to AI assistants via MCP. | 2 stars | No one-command install · Source | |
| 15 | 38.066 | amitgurbani-woocommercemcp · other | Comprehensive WooCommerce store management with 101 tools for products, orders, customers, coupons, shipping, and more. | 2 stars · 1 fork | No one-command install · Source | |
| 16 | 38.066 | devkindhq-swellmcp · other | Manage Swell e-commerce products, orders, and customers via AI assistants. | 2 stars · 1 fork | No one-command install · Source | |
| 17 | 38.066 | replenishradarmcp · other | Multi-channel inventory intelligence for Shopify and Amazon with stockout risk analysis, demand forecasts, and purchase order management. | 2 stars · 1 fork | No one-command install · Source | |
| 18 | 43.275 | lucasjiang-shoplinemcp · other | Manage Shopline e-commerce operations with 143 tools for products, orders, and customers. | 4 stars | No one-command install · Source | |
| 19 | 43.275 | webcake-storefront-mcpmcp · other | Enables AI assistants to build, validate, and publish storefront pages to WebCake/StoreCake sites based on natural language descriptions. | 4 stars | No one-command install · Source | |
| 20 | 44.256 | shark8848-ontology-rl-ecommercemcp · other | Combines semantic knowledge representation with reinforcement learning to provide intelligent shopping assistance, product recommendations, and… | 3 stars · 1 fork | No one-command install · Source | |
| 21 | 60.262 | dsersmcp · other | Import, edit, price, and publish products to Shopify and Wix stores via the DSers dropshipping platform. | 7 stars · 2 forks | No one-command install · Source | |
| 22 | 68.921 | iapticmcp · other | Integrates with Iaptic's customer and transaction data to enable querying, analysis, and insights for e-commerce and customer support tasks. | 9 stars · 6 forks | No one-command install · Source | |
| 23 | 71.020 | ecommerce-intel-mcp-shopify-store-product-analysismcp · other | Two focused tools: store-level analysis (theme, apps installed, traffic estimates) and product extraction (full catalog with SKUs, prices, inventory)… | 6,785 installs | No commit datelisted | No one-command install · Source |
| 24 | 71.077 | emenowicz-hybrismcp · other | Integrates with SAP Commerce Cloud (Hybris) for product catalog management, order processing, FlexibleSearch queries, Groovy script execution, ImpEx… | 13 stars · 4 forks | No one-command install · Source | |
| 25 | 72.722 | midhun-edv-magento-coding-standardsmcp · other | Validates Magento 2 code against 83+ coding standard rules, 150+ discouraged functions, and theme-specific conventions for Hyva, Luma, Breeze, and… | 15 stars · 4 forks | No one-command install · Source | |
| 26 | 75.544 | svinpeace-cob-shopifymcp · other | Comprehensive Shopify store management with 64 tools covering products, orders, customers, and inventory. | 18 stars · 5 forks | No one-command install · Source | |
| 27 | 76.904 | haravan-pluginmdmcp · other | Manages Haravan e-commerce stores through 70 tools covering customers, orders, products, and inventory. | 18 stars · 7 forks | No one-command install · Source | |
| 28 | 78.772 | wp-pinchmcp · other | Enables AI assistants to manage and interact with WordPress sites through MCP, providing tools for content creation, moderation, WooCommerce… | 47 stars · 2 forks | No one-command install · Source | |
| 29 | 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 | |
| 30 | 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 | |
| 31 | 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 | |
| 32 | Unranked | shopicomcp · other | Provides Shopify demand forecasting, reorder recommendations, and dollar-impact reports as MCP tools. | No signals yet | No one-command install · Source | |
| 33 | 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 | |
| 34 | Unranked | greencore-solutions-cpgmcp · other | CPG-to-retail grocery node intelligence — 2,235 banners across 28 markets for AI supply chain workflows. | No signals yet | No one-command install · Source | |
| 35 | Unranked | vortexiq-mcp-connectormcp · other | Enables read-only access to VortexIQ ecommerce AI data, including store audits, KPIs, alerts, brand DNA, and reports, through natural language… | No signals yet | No one-command install · Source | |
| 36 | Unranked | csoai-org-ecommerce-ai-mcpmcp · other | AI tools for ecommerce product management, pricing, and catalog operations. | No signals yet | No one-command install · Source | |
| 37 | Unranked | fichepromcp · other | E-commerce product listing generation and SEO optimization for dropshippers. | No signals yet | No one-command install · Source | |
| 38 | Unranked | xurprisemcp · other | Commerce discovery for SEA and China with attribution-tracked storefronts across Taobao, Shopee, Shein, and more. | No signals yet | No one-command install · Source | |
| 39 | Unranked | product-sourcemcp · other | Real-time product data across 450+ retailers. Query any UPC for prices, images, and margin data. | No signals yet | No one-command install · Source | |
| 40 | Unranked | shopify-insights-mcpmcp · other | Enables Shopify store owners to get actionable business insights such as sales comparisons, inventory alerts, and recommendations, transforming raw… | No signals yet | No one-command install · Source | |
| 41 | Unranked | 123elecmcp · other | Official MCP interface for the 123elec electrical supplies e-commerce platform | No signals yet | No commit datelisted | No one-command install · Source |
| 42 | Unranked | adobe-commerce-dev-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 43 | Unranked | ecommerce-3d-mcpmcp · other | Enables AI assistants to generate 3D product viewers, AR try-on experiences, Shopify integrations, and SEO metadata for e-commerce stores. | No signals yet | No commit datelisted | No one-command install · Source |
| 44 | Unranked | heartly-dealsmcp · other | Access live flash-sale inventory from verified Shopify and WooCommerce merchants worldwide. | No signals yet | No commit datelisted | No one-command install · Source |
| 45 | Unranked | inventory-demand-planningskill · other | Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location… | No signals yet | No commit datelisted | armory install inventory-demand-planning --cli claude |
| 46 | Unranked | lofder-dsers-mcp-productmcp · other | Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push… | No signals yet | No commit datelisted | No one-command install · Source |
| 47 | Unranked | lowtoxgear-storefrontmcp · other | Read-only catalogue MCP for Lowtoxgear, an Australian low-tox lifestyle brand with certified activewear and supplements. | No signals yet | No commit datelisted | No one-command install · Source |
| 48 | Unranked | magento2-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 49 | Unranked | makeup-landmcp · other | Israeli cosmetics retailer offering shade matching, cart, orders, and gift cards via MCP. | No signals yet | No commit datelisted | No one-command install · Source |
| 50 | Unranked | medusamcp · other | Access Medusa e-commerce platform documentation | No signals yet | No commit datelisted | No one-command install · Source |
| 51 | Unranked | respira-wordpressmcp · other | WordPress MCP with native page-builder editing for 11 builders, full-page creation, and WooCommerce tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 52 | Unranked | shopify-developmentskill · other | | | No signals yet | No commit datelisted | armory install shopify-development --cli claude |
| 53 | Unranked | thenextgennexus-ecommerce-intelligencemcp · other | Analyze Shopify stores and product data for direct-to-consumer competitive research. | 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.