The user receives natural language insights from Amplitude analytics, including segmentation, funnels, and retention data, without needing to write SQL or navigate the UI.
The agent connects to the Amplitude MCP server to query analytics data. It first retrieves the AI Context to understand metric definitions and business rules. Then, it executes ad-hoc segmentation, funnel analysis, or retention queries based on the user's natural language request. The agent presents the results directly to the user, ensuring the data aligns with the organization's defined taxonomy.
- Category: Data and analysis
- Effect: Read-only
- MCP servers: Amplitude MCP (https://koskamo.com/explore/amplitude-mcp)
- Source: Amplitude MCP documentation (https://amplitude.com/docs/mcp)
- Source quote: "Query analytics, run ad-hoc segmentation, funnels, and retention, and analyze experiment results."
- Playbook page: https://koskamo.com/explore/use-cases/analyze-product-metrics-and-query-analytics
Prompt: Using the Amplitude MCP server, analyze the retention rates for users who signed up in the last month. First, get the amplitude context to ensure correct metric definitions. Then, run a retention query for this cohort and summarize the key trends.