ClickContext
by vjtuomin
README.md
# 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](https://apps.shopify.com/clickcontext) 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.
## 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):
```json
{
"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](https://clickcontext.com/about) — Helsinki, Finland.
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues