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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Claude Verbosity Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic engine to detect and compress verbose LLM outputs to preserve context window budget.

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 Claude Verbosity Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Claude Verbosity Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Claude Verbosity Optimizer.

  1. 01

    Analyze verbosity

    Assess the current state of a text block and determine how much waste exists relative to a specific budget

  2. 02

    Compress text

    Execute deterministic reduction rules on a given text block to meet a token budget

  3. 03

    Get optimization report

    Provide a structured overview of the optimization effectiveness for auditing purposes

Observed, not estimated

763ms average. Fast in production.

Claude Verbosity Optimizer is checked daily against the live service.

Daily averagePeak 916ms
Aug 28Today
Fastest day
715ms
Slowest day
916ms
14-day trend
Stable-3%

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 Claude Verbosity Optimizer, so you can see the experience inside your AI.

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

Claude Verbosity Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_o44ZVazVB52xpsAJcQG0LRASjEKYUJlpy6vxfAUE/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 — Claude Verbosity Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "claude-verbosity-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_o44ZVazVB52xpsAJcQG0LRASjEKYUJlpy6vxfAUE/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 Claude Verbosity Optimizer owners ask.

  • 01

    How does this capability ensure compression is deterministic?

    Unlike LLM summarization, this capability uses mathematical rules like Jaccard similarity and structural patterns to remove text, ensuring the technical meaning remains unchanged.

  • 02

    What is the difference between analyze_verbosity and compress_text?

    The analyze_verbosity capability assesses the current redundancy and estimated savings, while compress_text actively applies the reduction rules to meet your specific token budget.

  • 03

    Can I use this to clean up long file lists in my chat history?

    Yes, the compress_text capability includes a file list collapse rule that replaces long lists of changed files with a concise summary.

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