ClickContext MCP Server

The Shopify MCP server for behavioral data. Connect Claude, ChatGPT, or any MCP-compatible client to your Shopify store's real visitor behavior — clicks, scrolls, funnels, cart events, and revenue — and ask why customers aren't buying, in plain English.

ClickContext is a hosted (remote) MCP server. You install the ClickContext app on your Shopify store, and it serves your behavioral data to your AI assistant over the Model Context Protocol. There is nothing to self-host.

• Website: https://clickcontext.com

• Full docs: https://clickcontext.com/docs

• Shopify App Store: https://apps.shopify.com/clickcontext

What it does

Every storefront event is captured with product, variant, and revenue context, then served to your assistant through 37 read-mostly MCP tools, grouped by job:

• Triage — where to look first (CRO overview, top issues, opportunity sizing)

• Funnel & conversion — where visitors drop out and what it costs

• Page & element diagnostics — clicks, rage/dead clicks, forms, Core Web Vitals, JS errors

• Products & discovery — per-product behavior, catalog, on-site search

• Sessions — individual journeys and AI-written summaries

• Change measurement — before/after a deploy

• Custom events — track anything the standard schema doesn't cover

It also exposes 21 ready-made CRO playbooks as MCP resources.

Related MCP server: Shopify Partner Agent

Connect

ClickContext authenticates per store. Install the app first, then connect your client. Full per-client setup: https://clickcontext.com/docs/quickstart

Claude (OAuth)

Settings → Connectors → Add custom connector, and paste:

https://app.clickcontext.com/api/mcp/sse

Claude discovers the rest and asks for a six-digit connection code, which you generate in Apps → Click Context in your Shopify admin.

ChatGPT

Developer mode → add an MCP server with URL:

https://app.clickcontext.com/api/mcp/mcp

Use OAuth with empty client credentials, then enter the six-digit code. Requires a paid ChatGPT plan.

Cursor, Claude Code, VS Code, Windsurf (API key)

Generate an API key in Apps → Click Context, then add the server to your client's MCP config (shape varies per client — see the docs):

{
  "mcpServers": {
    "clickcontext": {
      "url": "https://app.clickcontext.com/api/mcp/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Example questions

• "Give me a CRO audit of my store for the last 30 days."

• "Is one device silently converting at zero?"

• "Which product page loses the most mobile shoppers, and why?"

• "Did last week's checkout change help or hurt?"

Privacy

EU-hosted. Integrates with Shopify's Customer Privacy API. Form-field values, payment details, customer PII, and session video are never collected. Merchant data is deleted within 48 hours of app uninstall. Details: https://clickcontext.com/docs/privacy

Pricing

A free plan covers 5,000 sessions/month with full MCP server access. Paid plans add volume, custom events, and custom MCP tools. See https://clickcontext.com

Built by Valcomm tech Oy — Helsinki, Finland.