MCP For Claude Marketplace
AI Feature Activation Analyzer

AI Feature Activation Analyzer MCP Connector for Claude

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Analyze the time between user signup and their first AI feature interaction to optimize growth.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides deep insights into the user journey for AI SaaS products. It allows agents to calculate activation timing, identify friction points, and simulate how changes to the onboarding path affect user velocity. Use get_activation_metrics to find median activation days, analyze_activation_barriers to pinpoint drop-off causes, get_milestone_progress to track user movement, and simulate_acceleration_strategies to predict the impact of product improvements.

activationonboardingsaasuser-retentionai-metrics

4 tools expose this connector's capabilities to your AI agent.

analyze_activation_barriers

Identifies which specific friction points are most significantly impacting the activation rate

get_activation_metrics

Calculates the core timing metrics for a specific user group

get_milestone_progress

Tracks user movement through the sequence of milestones to find where users drop off

simulate_acceleration_strategies

Predicts how changes to the onboarding path or reduction in barriers will affect activation velocity

See how to talk to your AI agent using AI Feature Activation Analyzer.

What is the median activation time for the Enterprise segment using the Guided Flow?

The median activation time for the Enterprise segment on the Guided Flow is 4.2 days.

What are the main barriers preventing Pro users from activating?

The primary barriers for the Pro segment are high latency during file upload and complex API key setup.

If I reduce the complexity of the Self-Serve Flow by 20%, what will the predicted activation rate be?

Reducing the path complexity by 20% is predicted to increase the activation rate from 15% to 19%.

You can use the `get_activation_metrics` tool by providing the specific cohortId and onboardingPathId.

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