Mixpanel MCP server info

[smultani]

Description

Adding Mixpanel MCP server information. Query and analyze your product analytics data through natural language. This MCP integration connects AI assistants to your Mixpanel workspace, enabling conversational access to user behavior insights, funnels, retention analysis, and custom reports.

Features

The MCP integration provides access to all core Mixpanel analysis capabilities through natural language queries:

Analytics Functions

• Segmentation: Event counts and unique users with filtering and grouping (run_segmentation_query)
• Funnels: Conversion rate analysis across user journeys (run_funnels_query)
• Retention: User engagement and return behavior tracking (run_retention_query)
• Frequency: User engagement patterns and usage intensity (run_frequency_query)

Data Discovery & Exploration

• Project Management: Access projects and workspace information (get_projects, get_project_info)
• Event Discovery: Browse all available events in your project (get_events)
• Event Properties: Explore properties available for each event (get_event_properties)
• Property Values: Discover specific values for event properties (get_event_property_values)

Data Quality: Monitor and detect volume anomalies in data ingestion (get_data_volume_anomalies)

• Lexicon Integration: Get direct links to event definitions and documentation in Mixpanel Lexicon (get_lexicon_detail_url)
  Query Capabilities
• Natural Language Filtering: Use complex boolean expressions for data filtering
• Advanced Grouping: Segment data by properties with mathematical operations
• Time-based Analysis: Analyze trends across different time periods (hourly, daily, weekly, monthly)
• Numerical Aggregations: Perform sum, average, and bucket analysis on numeric properties

Motivation and Context

Mixpanel customers are interested in leveraging MCP to run their analysis, we would like it to be officially listed under the MCP servers.

How Has This Been Tested?

• Significant testing with 100+ daily active users
• Tested with 50+ Mixpanel team members

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• [] New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation update

Checklist

• I have read the MCP Protocol Documentation
• My changes follows MCP security best practices
• I have updated the server's README accordingly
• I have tested this with an LLM client
• My code follows the repository's style guidelines
• New and existing tests pass locally
• I have added appropriate error handling
• I have documented all environment variables and configuration options