Overview
Features
Smart Data Volume Management
Automatic row estimation, interactive warnings for large results, and optimization suggestions to reduce data volume.
Server-Side Processing & Optimized Queries
Intelligent aggregation, smart sorting, and efficient filtering to deliver relevant results while reducing context window strain.
User Control Parameters for Query Safety
Parameters like limit, proceed_with_large_dataset, enable_aggregation, and estimate_only provide fine-grained control over results.
Built-in Discovery & Data Retrieval Tools
Tools such as search_schema, get_ga4_data, list_dimension_categories, list_metric_categories, get_dimensions_by_category, get_metrics_by_category, and get_property_schema.
GA4 Credentialing & Property Access
Access GA4 data via service account credentials and GA4_PROPERTY_ID environment variable for secure property access.
200+ GA4 Dimensions & Metrics Catalog
Access to a broad catalog of GA4 dimensions and metrics organized by category (Time, Geography, Technology, etc.).
Flexible Deployment & Configuration
Install via pip or GitHub download with MCP JSON configuration and environment variables for credentials and property ID.
Who Is This For?
- Data Scientists:Query GA4 data and perform multi-dimensional analysis for LLM-powered insights.
- ML Engineers:Integrate GA4 analytics into MCP-based workflows for natural language querying.
- Marketing Analysts:Explore website traffic and user behavior using natural language queries via MCP clients.




