How does it measure efficiency?

It uses `analyze_sequence_efficiency` to compare the total number of steps against the average complexity of each step.

Can I detect high friction steps?

Yes, by using `identify_friction_risks` with a specific threshold value.

Does it check for CTA consistency?

Yes, `evaluate_cta_consistency` identifies if button labels are uniform across the sequence.

Onboarding Sequence Flow Scorer MCP Connector for Claude

A+

Analyze multi-step onboarding flows for efficiency, cognitive load, and friction risks.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

The Onboarding Sequence Flow Scorer evaluates the UX efficiency of your onboarding steps. Use analyze_sequence_efficiency to check if step counts match task complexity, check_cognitive_progression to ensure mental effort decreases over time, and evaluate_cta_consistency to maintain uniform interaction prompts. You can also use identify_friction_risks to flag high-risk steps that might cause user abandonment.

uxonboardinganalyticsuser-experienceconversion-optimization

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_DKE8sJBgffsdAAUhlXz5gaZictSVp8JVNZ235uXn/mcp

② Claude Code (terminal)

claude mcp add --transport http onboarding-sequence-flow-scorer https://edge.vinkius.com/vk_preview_DKE8sJBgffsdAAUhlXz5gaZictSVp8JVNZ235uXn/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "onboarding-sequence-flow-scorer": {
      "url": "https://edge.vinkius.com/vk_preview_DKE8sJBgffsdAAUhlXz5gaZictSVp8JVNZ235uXn/mcp"
    }
  }
}

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