Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Whitespace Reduction Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze and quantify whitespace reduction impact.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Whitespace Reduction Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Whitespace Reduction Calculator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Whitespace Reduction Calculator.

  1. 01

    Analyze whitespace

  2. 02

    Calculate efficiency metrics

  3. 03

    Get optimized text

Observed, not estimated

794ms average. Fast in production.

Whitespace Reduction Calculator is checked daily against the live service.

Daily averagePeak 998ms
Aug 20Today
Fastest day
625ms
Slowest day
998ms
14-day trend
Slowing+7%

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 Whitespace Reduction Calculator, so you can see the experience inside your AI.

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

Whitespace Reduction Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_GysQQpTW0Z8ZGEXCwuVFMPUKAyEjP7Pr9uTIe1hj/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 — Whitespace Reduction Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "whitespace-reduction-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_GysQQpTW0Z8ZGEXCwuVFMPUKAyEjP7Pr9uTIe1hj/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 Whitespace Reduction Calculator owners ask.

  • 01

    What can this capability analyze?

    It analyzes spaces, tabs, and newlines to calculate compression ratios and reducible whitespace using analyze_whitespace.

  • 02

    How do I get the cleaned text?

    You can use the get_optimized_text capability to receive the text with collapsed spaces and newlines.

  • 03

    Does it support large text files?

    Yes, it is designed to process text strings for detailed whitespace auditing and efficiency calculations.

Explore

More in Developer Tools

Suggestions