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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Repetition Pattern Detector with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Detects redundant linguistic patterns and calculates text compression metrics.

Included with plan

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

Complete set · 3 capabilities

The complete Repetition Pattern Detector capability set.

These are the exact actions your AI can choose when you ask it to work with Repetition Pattern Detector.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Repetition Pattern Detector.

  1. 01

    Analyze text repetition

    Identifies repeating three-word sequences and calculates all redundancy and compression metrics

  2. 02

    Check repetition threshold

    Answers if the text exceeds a specific redundancy limit

  3. 03

    Get repetition summary

    Provides a high-level overview of text redundancy without the granular token counts

Observed, not estimated

810ms average. Fast in production.

Repetition Pattern Detector is checked daily against the live service.

Daily averagePeak 962ms
Aug 20Today
Fastest day
590ms
Slowest day
962ms
14-day trend
Slowing+37%

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 Repetition Pattern Detector, so you can see the experience inside your AI.

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

Repetition Pattern Detector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_UbCAaXsh6KoaYwTTEEzcAALH68CBifOo1XvihcUK/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 — Repetition Pattern Detector capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "repetition-pattern-detector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UbCAaXsh6KoaYwTTEEzcAALH68CBifOo1XvihcUK/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

FAQ

Questions Repetition Pattern Detector owners ask.

  • 01

    What constitutes a repeated phrase?

    A phrase is defined as a sequence of exactly three consecutive words that appears two or more times in the text.

  • 02

    How is the compression ratio calculated?

    The compression ratio represents the theoretical percentage of the total word count that can be saved if all redundant repetitions are removed.

  • 03

    Can I check if my text is too repetitive?

    Yes, you can use the check_repetition_threshold capability to see if the repetition ratio exceeds a specific limit you define.

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