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Connect Onboarding Sequence Flow Scorer to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Find and fix the friction points in your user onboarding.

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Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Onboarding Sequence Flow Scorer.

  1. 01

    Check progression

    This capability checks for cognitive progression within your sequence. It ensures the mental effort required by the user follows a logical flow.

  2. 02

    Evaluate consistency

    Use this to evaluate CTA label consistency. It checks if your interaction prompts remain uniform across different steps.

  3. 03

    Identify friction

    This capability identifies friction risks in your sequence. It flags specific steps that are likely to cause user abandonment.

  4. 04

    Analyze efficiency

    This capability analyzes the overall efficiency of an onboarding sequence. It compares step counts against task complexity.

Real work

What teams actually run

01

Conversion Optimization

Find the exact step in a signup flow where users are dropping off due to high friction.

02

UX Design Validation

Check if a new onboarding design reduces cognitive load compared to the old version.

03

Flow Consistency Audits

Ensure all buttons and prompts follow a uniform pattern throughout a multi-step process.

04

Complexity Mapping

Verify that a highly complex task isn't being rushed through a single, overwhelming step.

One connector, every AI

Onboarding Sequence Flow Scorer works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Onboarding Sequence Flow Scorer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

708ms average. Fast in production.

Onboarding Sequence Flow Scorer is checked daily against the live service.

Daily averagePeak 868ms
Oct 3Today
Fastest day
542ms
Slowest day
868ms
14-day trend
Stable-1%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Onboarding Sequence Flow Scorer, so you can see the experience inside your AI.

It does not authenticate your account with Onboarding Sequence Flow Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Onboarding Sequence Flow Scorer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_DKE8sJBgffsdAAUhlXz5gaZictSVp8JVNZ235uXn/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Onboarding Sequence Flow Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "onboarding-sequence-flow-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DKE8sJBgffsdAAUhlXz5gaZictSVp8JVNZ235uXn/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Onboarding Sequence Flow Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Onboarding Sequence Flow Scorer owners hand off.

Product teams and UX researchers use this to audit flows without manual spreadsheets. You hand off your sequence data to your agent to get instant friction reports.

  • 01

    Product Managers

    They provide sequence data to identify why conversion rates are low.

  • 02

    UX Designers

    They use the capability to validate that their flows don't overwhelm users.

  • 03

    Growth Engineers

    They run efficiency checks to optimize the path to user activation.

FAQ

Questions Onboarding Sequence Flow Scorer owners ask.

  • 01

    What can this MCP do for my UX?

    It analyzes onboarding sequences to find friction, check cognitive load, and ensure CTA consistency.

  • 02

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.

  • 03

    How does it identify friction?

    It flags steps where the friction value exceeds a threshold you define, indicating a high risk of user abandonment.

  • 04

    Does it help with conversion rates?

    Yes, by identifying and fixing high-friction steps and cognitive overload, you can reduce user drop-off during onboarding.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.

  • 06

    How does it measure efficiency?

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

  • 07

    Can I detect high friction steps?

    Yes, by using identify_friction_risks with a specific threshold value.

  • 08

    Does it check for CTA consistency?

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

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