Top Sites>Lcontext - Product analytics, purpose-built for coding agents

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# Lcontext

> Product analytics, purpose-built for coding agents.

Lcontext auto-captures every user interaction (page views, clicks, navigations, form submits, web vitals) and continuously analyzes your traffic. Your coding agent gets real user behavior data directly via MCP -- no dashboards to build, no events to define, no funnels to configure.

## Install

Run one of these in your terminal to sign up, configure the MCP server, and connect your coding agent:

Option 1 -- standalone binary (no Node required):
```
curl -fsSL https://lcontext.com/api/cli/install | bash
```

Option 2 -- via npx (requires Node):
```
npx lcontext-mcp@latest setup
```

Both options will:
1. Open your browser to sign up or log in
2. Configure your coding agent (Claude Code, Cursor, or Windsurf) with your API key
3. Print the tracking script to add to your app

## Supported agents

Works with any MCP-compatible agent: Claude Code, Cursor, Windsurf, Cline.

## What your agent gets

Once connected, your coding agent has access to these MCP tools:

- `get_analysis` -- pre-computed daily/weekly triage report with prioritized findings
- `get_app_context` -- raw app-wide metrics: sessions, visitors, page views, clicks, bounce rate, web vitals
- `get_sessions` -- browse real user sessions with duration, pages visited, device info
- `get_session_detail` -- full session replay with every event timestamped
- `get_page_context` -- page-level behavior: views, scroll depth, element interactions, web vitals
- `get_page_elements` -- interactive elements ranked by engagement
- `get_visitors` -- visitor profiles with session history and device info
- `get_user_flows` -- journey patterns, drop-off funnels, navigation sequences
- `list_pages` -- all tracked pages with view counts and activity dates

## Pricing

Free plan includes the full product (autocapture, analysis agent, all MCP tools). Only limitation is 7 days of historical data. No credit card required.

## Links

- Website: https://lcontext.com
- GitHub: https://github.com/Lcontext/Lcontext
- npm: https://www.npmjs.com/package/lcontext-mcp