Analyze product metrics and create dashboards
Users receive actionable insights from product analytics and have new visualizations created in their Amplitude workspace without writing SQL.
How it works
Read-onlyData and analysis
The agent first calls get_amplitude_context to retrieve organization-specific metric definitions and business rules. It then uses query tools to run ad-hoc segmentation, funnels, or retention analyses based on the user's natural language request. Finally, it creates a new chart or dashboard object to visualize the findings, ensuring the output aligns with the defined taxonomy.
Prompt
Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.
Prompt for Analyze product metrics and create dashboards
Retrieve the current AI context for my project. Then, analyze the retention rate for users who signed up in the last month. Create a new dashboard named 'Monthly Retention Q4' and add a chart showing this retention trend.MCP servers it needs
Source
The vendor page this playbook is drawn from, and the passage that supports it.
It reads and writes charts, dashboards, experiments, cohorts, events, and properties from natural-language prompts, so you query and edit product data without SQL or the Amplitude UI.Amplitude documentation