ShopOps MCP

AI-powered server that implements the Model Context Protocol (MCP) for managing Shopify and WooCommerce stores.

Features

• Store connectors for Shopify and WooCommerce.

• 12 MCP tools covering inventory, pricing, customers, orders, product performance and reporting.

• 4 MCP resources exposing store overview, inventory, recent orders and top customers.

• Inventory forecasting using moving-average demand plus safety-stock calculation.

• RFM-based customer segmentation (7 distinct segments).

• Data-driven pricing analysis with margin-based optimization suggestions.

• Order anomaly / fraud detection.

• ABC analysis of product performance.

• Automated daily and weekly reports.

• Dual transport: local stdio and Streamable HTTP (MCPize).

• TypeScript, @modelcontextprotocol/sdk v1.29+, Zod v4.

• Free tier, plus a €29 lifetime Pro license.

Related MCP server: replenishradar

Quick Start

# 1. Install the package
npm i shopops-mcp

# 2. Create a .env file (see Configuration section)
cp .env.example .env

# 3. Run the server (local stdio mode)
npx shopops-mcp run --transport stdio

# 4. Or start the HTTP endpoint (MCPize deployment)
npx shopops-mcp run --transport http --port 8080

The server will read the environment variables, connect to the configured store(s), and expose the MCP tools and resources.

MCP Tools

MCP Resources

Configuration

ShopOps reads only a handful of environment variables. Store credentials are not env vars — they are passed to the store_connect tool at runtime (one connection per store), so the same server process can manage multiple Shopify/WooCommerce stores.

A minimal .env is provided in .env.example.

Connecting a store

Shopify and WooCommerce credentials are supplied as parameters to store_connect, e.g.:

// Shopify
{ "action": "connect", "platform": "shopify",
  "store_domain": "myshop.myshopify.com", "access_token": "shpat_..." }

// WooCommerce
{ "action": "connect", "platform": "woocommerce",
  "store_url": "https://example.com", "consumer_key": "ck_...", "consumer_secret": "cs_..." }

store_connect returns a store_id that every other tool takes as input. To explore the server without real credentials, call store_demo_seed instead.

Roadmap (not yet implemented): report anonymization, S3 report export, and a configurable pricing-model / log-level are planned but not read by the current release.

Pro License

ShopOps ships in Free mode — store_demo_seed, store_connect, inventory_status, pricing_analyze, customers_segment, product_performance, and report_daily are open. The following tools require a Pro license:

• inventory_forecast — moving-average demand forecasting + reorder points

• pricing_optimize — actionable price-change recommendations

• customers_churn — churn risk scoring + retention recommendations

• order_anomalies — fraud / anomaly detection

• report_weekly — week-over-week trend report + AI insights

Buy a Pro License (€29, lifetime, 3 machines): https://automatiabcn.lemonsqueezy.com/buy/cbbe44f0-a146-4c65-88c8-71f371037758

Or get the Indie MCP Stack Bundle (€69, all 4 servers).

export LEMONSQUEEZY_LICENSE_KEY=YOUR-KEY-HERE

Or in your MCP client config:

{
  "mcpServers": {
    "shopops-mcp": {
      "command": "npx",
      "args": ["-y", "shopops-mcp-server"],
      "env": { "LEMONSQUEEZY_LICENSE_KEY": "YOUR-KEY-HERE" }
    }
  }
}

Validation is cached locally for 24 h — fully offline-capable after first run.

License

ShopOps MCP is released under the MIT License. See LICENSE for full terms.

Author: Automatia BCN