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Connect Agent Persona Consistency Scanner 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. Stop drift and keep your AI character locked down.

Ask AI about this Connector

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Agent Persona Consistency Scanner.

  1. 01

    Analyze text consistency

    Performs a comprehensive linguistic audit of a text segment to determine how well it fits a specific persona profile

  2. 02

    Calculate formality index

    Isolates the formality component to determine if the text's tone is too casual or too formal for the persona

  3. 03

    Get persona lexicon

    Retrieves the specific list of forbidden words and required linguistic markers for a given persona

Real work

What teams actually run

01

Character Roleplay

Testing an agent designed to act as a historical figure or a specific professional. The MCP ensures the language stays period-appropriate or industry-specific.

02

Brand Voice Guardrails

Validating marketing copy generated by an agent. You ensure the output always matches the company's established tone and vocabulary.

03

Technical Documentation Agent

Checking if an agent writing guides maintains a consistent level of technical formality, avoiding overly conversational language.

04

Customer Service Bots

Running audits on chat logs to confirm the agent maintains a helpful, empathetic, and non-judgmental tone.

One connector, every AI

Agent Persona Consistency Scanner 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 Agent Persona Consistency Scanner 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

839ms average. Fast in production.

Agent Persona Consistency Scanner is checked daily against the live service.

Daily averagePeak 994ms
Oct 3Today
Fastest day
684ms
Slowest day
994ms
14-day trend
Improving-14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Agent Persona Consistency Scanner, so you can see the experience inside your AI.

It does not authenticate your account with Agent Persona Consistency Scanner. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Agent Persona Consistency Scanner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 — Agent Persona Consistency Scanner capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "agent-persona-consistency-scanner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_uwtBwZEKuSKxeFNTl0dmxTzvbJXCVc7X6w3HYrm8/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 Agent Persona Consistency Scanner in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Agent Persona Consistency Scanner owners hand off.

If you build complex AI agents that need to maintain a specific voice, you need this MCP. It's built for developers, prompt engineers, and QA teams who can't afford for their agent's personality to slip. You use it to enforce linguistic rules that keep the user experience polished and reliable.

  • 01

    AI Developer

    Integrates the MCP into agent pipelines to automatically validate output against persona rules.

  • 02

    Prompt Engineer

    Uses the capabilities to test and refine system prompts, ensuring the agent's instructions translate into consistent language.

  • 03

    QA Tester

    Runs automated checks on large datasets of agent responses to catch persona drift before deployment.

FAQ

Questions Agent Persona Consistency Scanner owners ask.

  • 01

    What is 'persona drift' in the context of this MCP?

    Persona drift is when an AI agent's language or tone gradually deviates from its intended character or voice. This MCP measures that deviation, giving you a quantitative score to track consistency.

  • 02

    Do I need to write complex code to use this MCP?

    No. You connect your existing AI client to the Vinkius catalog. You then simply invoke the specific capabilities, like analyze_text_consistency, directly through your agent's workflow.

  • 03

    Can this MCP check for forbidden words?

    Yes. You use the get_persona_lexicon capability. This retrieves the exact list of words that are either required or strictly forbidden for the persona you are modeling.

  • 04

    Is this only for English text?

    The capabilities are designed for linguistic auditing and focus on English markers like pronoun ratios and contraction density. While the underlying client supports multiple languages, the specific analysis capabilities operate on English linguistic patterns.

  • 05

    How is the persona drift score calculated?

    The drift score is an aggregate metric derived from deviations in pronoun usage, contraction density (formality), and the presence of forbidden words found via analyze_text_consistency.

  • 06

    Can I use this with Claude Desktop?

    Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

  • 07

    What is a vocabulary boundary violation?

    A violation occurs when the text contains words defined in the persona's forbidden lexicon, which can be retrieved using get_persona_lexicon.

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