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Connect Prompt Injection Pattern 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 malicious instruction overrides before they hit your model.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Prompt Injection Pattern Scanner.

  1. 01

    Examine encoded segments

    This capability scans for embedded payloads like Base64 or Hexadecimal blocks hidden in the text.

  2. 02

    Evaluate security risk

    This capability aggregates all detected patterns to calculate a final risk score and classification.

  3. 03

    Detect instruction overrides

    This capability identifies specific phrases used to bypass or overwrite existing system instructions.

  4. 04

    Find structural anomalies

    This capability detects role-mimicking text and structural delimiters used to confuse the model.

Real work

What teams actually run

01

Input Validation

Run a scan on every user message before it reaches your primary LLM.

02

Automated Threat Detection

Use the risk score to automatically block high-risk inputs in real time.

03

Security Auditing

Review historical logs of scanned inputs to identify recurring attack patterns.

04

Boundary Protection

Prevent role confusion attacks by checking for structural delimiters in user text.

One connector, every AI

Prompt Injection Pattern 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 Prompt Injection Pattern 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

712ms average. Fast in production.

Prompt Injection Pattern Scanner is checked daily against the live service.

Daily averagePeak 820ms
Oct 3Today
Fastest day
569ms
Slowest day
820ms
14-day trend
Slowing+33%

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 Prompt Injection Pattern Scanner, so you can see the experience inside your AI.

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

Prompt Injection Pattern Scanner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rbYN6Z00G5XGXMDCNC0Jp0vpfq4qGs87We3nRJBz/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 — Prompt Injection Pattern Scanner capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "prompt-injection-pattern-scanner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rbYN6Z00G5XGXMDCNC0Jp0vpfq4qGs87We3nRJBz/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 Prompt Injection Pattern Scanner in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Prompt Injection Pattern Scanner owners hand off.

Security engineers and AI developers building LLM-powered applications that handle untrusted user input.

  • 01

    AI Security Engineer

    They hand off raw user inputs to the MCP to validate safety before processing.

  • 02

    LLM Developer

    They use the risk scores to build automated rejection logic into their apps.

  • 03

    Cybersecurity Analyst

    They use the scan results to review suspicious activity in AI logs.

FAQ

Questions Prompt Injection Pattern Scanner owners ask.

  • 01

    What does this MCP actually scan for?

    It looks for instruction overrides, role-mimicking text, structural anomalies, and encoded payloads like Base64.

  • 02

    How do I use this with my AI client?

    You connect once through Vinkius, and then your AI client can call the scanning capabilities directly.

  • 03

    Can it detect hidden malicious code?

    Yes, it uses the examine_encoded_segments capability to find payloads hidden in Hexadecimal or Base64 blocks.

  • 04

    What is a risk score?

    The evaluate_security_risk capability aggregates all detected patterns to give you a final classification of the input.

  • 05

    Does this work with any LLM?

    It works with any MCP-compatible client, meaning you can use it with Claude, Cursor, or Windsurf.

  • 06

    What does this scanner detect?

    It detects instruction overrides, structural anomalies like role confusion, and encoded payloads such as Base64 or Hex.

  • 07

    How is the risk score calculated?

    The evaluate_security_risk capability calculates a score based on the density of detected patterns relative to the total text length.

  • 08

    Can I use this with Claude Desktop?

    Yes, any MCP-compatible client like Claude Desktop, Cursor, or Windsurf can connect via Vinkius Edge.

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