Other Capabilities
Beyond the self-improvement workflow, the MCP server provides additional capabilities for understanding user behavior and improving your site.
Page Analysis
Analyze specific pages to understand user behavior and find friction points.
Get page health
How is the checkout page performing?
What's the health score for /pricing?
Returns behavioral metrics including frustration, confusion, confidence scores, and overall health grade.
Find friction elements
What elements are causing friction on the checkout page?
Which buttons or links are users struggling with?
Shows which specific elements users interact with problematically: rage clicks, dead clicks, repeated interactions.
Check for errors
Are there any JavaScript errors on the checkout page?
What console errors are users seeing?
Lists console errors captured during sessions, with frequency and affected user count.
Analyze forms
How is the signup form performing?
Where are users abandoning the contact form?
Shows form-specific metrics: field abandonment, error rates, completion times.
Flow Analysis
Understand how users navigate through your site and where they drop off.
Analyze user journeys
How do users get from the homepage to checkout?
What paths do users take to reach the pricing page?
Shows common navigation paths with success rates and friction scores for each step.
Funnel analysis
Analyze the checkout funnel: cart → shipping → payment → confirmation
What's the conversion rate from pricing to signup?
Returns per-step metrics: how many users enter, convert, and drop off at each stage.
Find drop-off points
Where are users dropping off in the signup flow?
What's causing users to leave before completing checkout?
Identifies the specific steps where users abandon and what pages they exit to.
Session Review
Find and review specific user sessions.
Find problematic sessions
Find sessions where users got frustrated on the checkout page
Show me sessions with rage clicks in the last week
Returns sessions matching your criteria with replay links and behavioral summaries.
Triage sessions
Which sessions need attention?
Are there any sessions with user feedback?
Automatically triages sessions by severity, highlighting those with user comments, high frustration, or errors.
Session details
Tell me about session abc123
What happened in the sessions that abandoned checkout?
Provides detailed breakdown of a session: pages visited, interactions, errors, behavioral signals.
Regression Hunting
Find what changed when something breaks.
Detect regressions
Has anything regressed in the last week?
Are there any new issues since our last deployment?
Compares recent metrics to baseline and flags significant degradations.
Compare time periods
Compare this week to last week for the checkout page
How did metrics change after Tuesday's deployment?
Side-by-side comparison of metrics between two time periods.
Find anomalies
Are there any unusual patterns in user behavior?
What's causing the spike in frustration on the pricing page?
Detects statistical anomalies in behavioral data.
Cohort Comparison
Compare different user segments to understand who struggles and why.
Device comparison
How do mobile users compare to desktop on the checkout page?
Are tablet users having more issues?
Outcome comparison
What's different about users who complete checkout vs those who abandon?
Compare users who converted to those who bounced
Behavioral segments
How do frustrated users differ from satisfied ones?
What do users with rage clicks have in common?
Example Prompts by Goal
"I want to understand why a page is underperforming"
Why is the pricing page health score so low?
What's wrong with the checkout page?
Deep dive into the signup page - what are the issues?
"I want to improve conversion"
Where are we losing users in the signup funnel?
What's blocking users from completing checkout?
How can we improve the pricing to signup conversion?
"I want to understand a specific user segment"
Why are mobile users struggling more than desktop?
What issues do first-time visitors face?
How do power users navigate differently?
"I want to investigate a reported issue"
Users are complaining about the submit button - what's happening?
Find sessions where users mentioned "broken" in feedback
What errors are users seeing on the payment page?
"I want to monitor site health"
Give me an overview of site health
What are the top issues across the site right now?
Which pages need the most attention?
Next Steps
For a complete list of all available tools and their parameters, see the Tools Reference.