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 | 18.503 | trustrails-uk-electronics-product-findermcp · observability | Search and compare 26,000+ UK electronics products across multiple retailers including AO. Get real-time prices, stock availability, and price… | 1,017 installs | No commit datelisted | No one-command install · Source |
| 2 | 22.557 | yandex-metrika-mcp-2mcp · observability | Enables AI assistants to retrieve comprehensive analytics data from Yandex Metrika accounts, including traffic, content, e-commerce, and user… | 1 star | No one-command install · Source | |
| 3 | 22.557 | mcp-cat-logo-bioqu-mica-clmcp · observability | Exposes the product catalog of Bioquímica.cl as an MCP tool, enabling natural language queries for product compatibility, pricing, and stock… | 1 star | No one-command install · Source | |
| 4 | 22.557 | enzoemir1-shopopsmcp · observability | AI e-commerce operations for inventory management, pricing, segmentation, and analytics. | 1 star | No one-command install · Source | |
| 5 | 38.066 | ya-metrics-mcpmcp · observability | MCP server for Yandex Metrika analytics, enabling AI assistants to access traffic, content, demographics, conversion, e-commerce, and drill-down… | 2 stars · 1 fork | No one-command install · Source | |
| 6 | 38.066 | prufamcp · observability | Point your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent +… | 2 stars · 1 fork | No one-command install · Source | |
| 7 | 68.063 | lumile-mercadolibremcp · observability | Integrates with MercadoLibre's e-commerce platform to simplify product and seller data retrieval, enabling functions like price monitoring, inventory… | 7 stars · 6 forks | No one-command install · Source | |
| 8 | 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 | |
| 9 | 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 | |
| 10 | 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 | |
| 11 | 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 | |
| 12 | 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 | |
| 13 | Unranked | customer-service-mcp-servermcp · observability | A FastMCP server for e-commerce customer service, providing secure read/write access to customers, orders, and support tickets with audit logging and… | No signals yet | No one-command install · Source | |
| 14 | Unranked | partnerlens-mcpmcp · observability | Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000+ reviews, category rankings, and AI-analyzed review sentiment, with… | No signals yet | No one-command install · Source | |
| 15 | Unranked | rafaelsztutman-dtc-ecommercemcp · observability | Context-optimized analytics for DTC e-commerce brands, connecting Klaviyo and Shopify data with pre-aggregated campaign, sales, and subscriber… | No signals yet | No one-command install · Source | |
| 16 | Unranked | shopify-store-mcpmcp · observability | Enables AI agents to manage Shopify stores via natural language, with tools for products, orders, inventory, customers, and analytics. | No signals yet | No one-command install · Source | |
| 17 | Unranked | sputnikx-marketmcp · observability | EU trade analytics, product catalog, orders, and heating fuel calculator. | No signals yet | No one-command install · Source | |
| 18 | Unranked | vexlymcp · observability | Cross-service business analytics across Shopify, Meta Ads, Google Ads, and more. | No signals yet | No one-command install · Source | |
| 19 | Unranked | shopify-mcp-managermcp · observability | Enables AI assistants like Cursor or Claude Desktop to fully manage a Shopify store using the Model Context Protocol, with tools for products, orders… | 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.