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

Use Compression Ratio Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic utility to evaluate text compression performance.

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 Compression Ratio Calculator capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Compression Ratio Calculator.

  1. 01

    Summarize efficiency tier

    Categorizes the effectiveness of the compression into human-readable qualitative tiers

  2. 02

    Get compression metrics

    Calculates the full suite of compression statistics for a given pair of original and compressed text

  3. 03

    Validate compression integrity

    Verifies if the provided compressed text is a valid representation of the original text's properties

Observed, not estimated

790ms average. Fast in production.

Compression Ratio Calculator is checked daily against the live service.

Daily averagePeak 1086ms
Aug 20Today
Fastest day
601ms
Slowest day
1086ms
14-day trend
Slowing+39%

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 Compression Ratio Calculator, so you can see the experience inside your AI.

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

Compression Ratio Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/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 — Compression Ratio Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "compression-ratio-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/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 Compression Ratio Calculator owners ask.

  • 01

    How are tokens calculated?

    Tokens are estimated by dividing the character length of the string by four.

  • 02

    What is negative compression?

    Negative compression occurs when the compressed text is actually larger than the original text, resulting in a compression ratio less than 1.0.

  • 03

    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.

Explore

More in Utilities

Suggestions