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The OpenReplay MCP Server enables AI models to query and analyze OpenReplay user session data, providing comprehensive insights into user behavior, performance, and errors through both API key and JWT authentication.
Core Capabilities:
Project Management: List all projects in your organization
Session Analysis: Get user sessions by ID with date range filters, search and filter sessions (full capabilities require JWT authentication), and access detailed session information including events, errors, network requests, console logs, and performance metrics
Event Tracking: Retrieve session events with optional filtering by event type
Data Aggregation: Aggregate session data with metrics like count, average duration, and error rate, grouped by time, device, or custom fields
User Journey Mapping: Track complete user journeys across multiple sessions with detailed event inclusion
Error Analysis: Identify errors and issues with impact analysis, filtering by type and grouping by message, stack, or URL
Funnel Analysis: Analyze user conversion paths with custom step definitions
Performance Monitoring: Measure key metrics like load time, largest contentful paint (LCP), and time to interactive (TTI) with percentile calculations
Advanced Querying: Execute custom SQL-like queries using ClickHouse syntax for sophisticated data analysis
Enables execution of custom SQL-like queries for advanced session analytics through OpenReplay's ClickHouse backend
OpenReplay MCP Server
An MCP (Model Context Protocol) server that provides AI-powered analytics for OpenReplay sessions. This server enables LLMs to query and analyze user sessions through OpenReplay's API.
Authentication Methods
API Key Authentication (Current)
The server currently uses API key authentication which provides access to:
List all projects
Get user sessions by user ID
Get session events
User details
Note: API key authentication has limited access. For full functionality (session search, metrics, funnels, etc.), JWT authentication is required.
JWT Authentication (Future)
Full access to all OpenReplay features including:
Complete session search with filters
Performance metrics and analytics
Funnel analysis
Error tracking and aggregation
Custom dashboards and metrics
Installation
npm install
npm run build
Configuration
Copy
.env.exampleto.env:
cp .env.example .env
Configure your OpenReplay credentials:
# OpenReplay API URL
# For cloud: https://api.openreplay.com (default)
# For self-hosted: Your instance URL
OPENREPLAY_API_URL=https://api.openreplay.com
# Organization API Key (find in Preferences > Account > Organization API Key)
OPENREPLAY_API_KEY=your_organization_api_key
# Project key from your project settings
OPENREPLAY_PROJECT_KEY=your_project_key
Usage with Claude Desktop
Add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"openreplay": {
"command": "node",
"args": ["/path/to/openreplay-mcp/dist/index.js"],
"env": {
"OPENREPLAY_API_URL": "https://api.openreplay.com",
"OPENREPLAY_API_KEY": "your_organization_api_key",
"OPENREPLAY_PROJECT_KEY": "your_project_key"
}
}
}
}
Available Tools
search_sessions
Search and filter sessions with various criteria like date range, user properties, errors, performance metrics.
get_session_details
Get detailed information about a specific session including all events, errors, network requests, console logs.
get_session_events
Get all events from a session with optional filtering by event type.
aggregate_sessions
Aggregate session data with various metrics and groupings (count, avg_duration, error_rate, bounce_rate, etc.).
get_user_journey
Get the complete journey of a user across multiple sessions.
get_errors_issues
Get errors and issues with their impact and affected sessions.
get_funnel_analysis
Analyze user funnels and conversion paths with custom step definitions.
get_performance_metrics
Get performance metrics like page load times, LCP, TTI with percentiles.
execute_custom_query
Execute custom queries for advanced analysis (SQL-like syntax for ClickHouse).
Example Queries
Once connected, you can ask the LLM questions like:
"What are the most common drop-off points in our checkout flow?"
"Show me the longest user sessions from the last week"
"What JavaScript errors are affecting the most users?"
"Analyze the user journey for users who converted vs those who didn't"
"What pages have the worst performance metrics?"
"Find patterns in sessions that resulted in errors"
"Show me the bounce rate by device type and country"
Development
# Run in development mode
npm run dev
# Build for production
npm run build
# Start production server
npm start
License
MIT
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
Tools
Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.
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