# Lcontext - Product analytics, purpose-built for coding agents.

Auto-captures interactions, analyzes your traffic, and reports directly to Claude Code, Cursor, or Windsurf. No setup required.

## Install

curl -fsSL https://lcontext.com/api/cli/install | bash

npx lcontext-mcp@latest setup

## Three steps. Zero configuration.

No events to define. No dashboards to build. No funnels to configure. Lcontext handles everything from the moment you add the script.

- Add the tracking script - One line in your HTML. Lcontext auto-captures every page view, click, navigation, and web vital.

- Install the MCP server - Connect to Claude Code, Cursor, or Windsurf. Your agent gets instant access to sessions, visitors, pages, elements, flows, and AI-generated analysis.

- Start asking questions - What are users struggling with? Where do they drop off? Your agent gets the full behavioral picture and can act on it immediately.

## A research agent that already did the work

The built-in analysis agent continuously reviews sessions, maps behavioral patterns, checks funnels, and produces structured findings with specific page paths, element selectors, and session IDs your coding agent can act on.

## Why not just use Amplitude or PostHog with MCP?

Lcontext: Built for coding agents. Add a tracking script. Install the MCP server. Your coding agent can immediately query sessions, pages, elements, visitor behavior, and pre-computed analysis. Nothing to configure. 11 read-only tools. All data, no setup.

Traditional analytics: Built for humans, exposed to agents. Add the SDK. Define your event taxonomy. Build charts. Configure funnels. Create dashboards. Then install the MCP server. Your agent operates the platform the same way a human would. 22-85 tools. Mostly for managing platform artifacts.

## Pricing

Free: The full Lcontext experience. EUR 0 forever. Autocapture tracking, built-in analysis agent, MCP access (all tools), pages and elements discovered automatically, visitors, sessions, and behavioral patterns. 7-day historical access. No credit card required.

Starter: EUR 29/month. Everything in Free plus unlimited historical access.

## FAQ

Q: What is Lcontext? A: Lcontext is a product analytics platform built exclusively for AI coding agents. It auto-captures user interactions, organizes pages and elements, runs continuous analysis on your traffic, and delivers everything to your coding agent via MCP.

Q: How is this different from Amplitude, Mixpanel, or PostHog? A: Those platforms were built for humans and now offer MCP integrations that let agents operate their UI. Lcontext requires zero configuration. Everything is auto-captured, auto-analyzed, and ready for your agent to query from the first session.

Q: What does Lcontext track? A: Everything, automatically. Page views, clicks (with element selectors and text), navigations, web vitals (CLS, FCP, LCP, FID), session durations, and visitor behavior. No events to define, no tracking plan to maintain.

Q: What coding agents does it work with? A: Any agent that supports MCP. Claude Code, Cursor, and Windsurf are the most common.

Q: Is it free? A: Yes. The free plan includes the full product. The only limitation is 7 days of historical data. No credit card required.

Q: What about user privacy? A: Lcontext does not collect personal data like emails or IP addresses. Visitors are identified by anonymous IDs stored in a first-party cookie.