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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use wink-tokenizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Tokenize text into words, numbers, emails, URLs, emojis, and hashtags deterministically. AI struggles with mixed content. this engine extracts exact linguistic

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 · 1 capability

The complete wink-tokenizer capability set.

These are the exact actions your AI can choose when you ask it to work with wink-tokenizer.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through wink-tokenizer.

  1. 01

    Natural tokenizer

    Tokenize natural language text into exact words, numbers, emails, URLs, emojis, and hashtags

Observed, not estimated

875ms average. Fast in production.

wink-tokenizer is checked daily against the live service.

Daily averagePeak 997ms
Aug 24Today
Fastest day
736ms
Slowest day
997ms
14-day trend
Improving-6%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 wink-tokenizer, so you can see the experience inside your AI.

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

wink-tokenizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9uM8ikpa09EQ3HGlCDf8Yimb8DquT4Jkby5DTS0D/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 — wink-tokenizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "natural-tokenizer-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9uM8ikpa09EQ3HGlCDf8Yimb8DquT4Jkby5DTS0D/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 wink-tokenizer owners ask.

  • 01

    Why not just use regular expressions (regex)?

    Regex is brittle. A regex for URLs might break if it ends with a period, or fail to handle complex unicode emojis. This engine uses a robust, battle-tested state machine designed specifically for natural language parsing.

  • 02

    How does it handle abbreviations vs end-of-sentence periods?

    It's smart enough to know that 'Ph.D.' is a single word token, but 'world.' is the word 'world' followed by a punctuation token '.'. This is crucial for accurate sentence boundary detection.

  • 03

    Can it extract all emails from a large block of text?

    Yes. Pass the text and filter the resulting tokens where tag === 'email'. You'll get an exact array of every email address found, completely separated from surrounding text.

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