Customer Behavior Heatmap Generation

via “cohort-based retention heatmap generation”

Cohort heatmap MCP App Server for retention analysis

Unique: Implements cohort analysis as an MCP server tool, enabling LLMs and AI agents to programmatically generate retention heatmaps without requiring direct database access or custom analytics infrastructure. Uses MCP's tool-calling protocol to expose cohort bucketing and retention calculation as composable operations.

vs others: Lighter-weight and more composable than full BI platforms (Mixpanel, Amplitude) for teams already using MCP; enables AI agents to autonomously generate and interpret retention analyses without manual dashboard navigation.