MCP server for Lcontext - gives AI coding agents real user behavior data to build better software
MCP server for Lcontext - gives AI coding agents real user behavior data to build better software
The product analytics agent for your AI coding tools. Lcontext studies how users navigate your product, where they engage, hesitate, and drop off, and delivers behavioral context via MCP.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| get_page_context | Get comprehensive analytics context for a page including stats, visitor metrics, Web Vitals (LCP, FCP, FID, CLS), and all interactive elements with their engagement data. |
| list_pages | |
| get_element_context | Get detailed analytics for a specific interactive element by its label or ID. |
| get_app_context | Get application-wide analytics including sessions, visitors, page views, engagement metrics, device breakdown (mobile/tablet/desktop), top browsers, top OS, Web Vitals (LCP, FCP, FID, CLS), and AI-generated insights. |
| get_visitors | Get a list of visitors with AI-generated profiles, interests, engagement trends, segment assignments, device info (type, browser, OS), and location (city, region, country). |
| get_visitor_detail | Get detailed profile and recent sessions for a specific visitor, including device info (type, browser, OS) and location. |
| get_sessions | Get a list of user sessions with AI-generated summaries, titles, sentiment analysis, and device type. |
| get_session_detail | Get detailed information about a specific session including full event timeline, visitor context, device type, and location (city, region, country). |
| get_user_flows | Get automatically detected user journey patterns showing how users navigate through the application. Each flow represents a common page sequence with engagement metrics and drop-off points. |
| get_analysis | Get a pre-computed daily or weekly analysis report. Contains problem areas, funnel health, session findings, and prioritized recommendations — all referencing specific page paths, element IDs, and session IDs you can inv |
{
"mcpServers": {
"lcontext": {
"command": "npx",
"args": ["-y", "lcontext-mcp"],
"env": {
"LCONTEXT_API_KEY": "your-value",
"LCONTEXT_API_URL": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| LCONTEXT_API_KEY | Credential the server authenticates with. | Yes |
| LCONTEXT_API_URL | Endpoint or connection string the server talks to. | Yes |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Model Context Protocol (MCP) server for OpenMetadata
Operator leaderboard measuring users, not models — 20 tools, TUI, signed submit, privacy-first.
# Label Studio MCP Server ## Overview This project provides a Model Context Protocol (MCP) server that allows interaction with a [Label
This document outlines the steps to set up the `mcp` project environment.