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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Code Block Token Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate token density and code-to-text ratios in documents.

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 Code Block Token Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with Code Block Token Analyzer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Code Block Token Analyzer.

  1. 01

    Validate code block format

  2. 02

    Analyze text density

  3. 03

    Get token metrics summary

Observed, not estimated

776ms average. Fast in production.

Code Block Token Analyzer is checked daily against the live service.

Daily averagePeak 968ms
Aug 23Today
Fastest day
658ms
Slowest day
968ms
14-day trend
Improving-18%

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 Code Block Token Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with Code Block Token Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Code Block Token Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_61f6ADAlqbkiYiLN3Wz2ZyPTCqypN7kItzL4JuPb/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 — Code Block Token Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "code-block-token-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_61f6ADAlqbkiYiLN3Wz2ZyPTCqypN7kItzL4JuPb/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 Code Block Token Analyzer owners ask.

  • 01

    How are tokens calculated?

    Code tokens are calculated by dividing code characters by 3, and non-code tokens by 4.

  • 02

    What is the purpose of the optimization suggestion?

    If the code ratio exceeds 0.5, the capability suggests summarizing or extracting code to optimize context window usage.

  • 03

    Can I check if my text has valid code blocks?

    Yes, you can use the validate_code_block_format capability to verify if triple-backtick blocks are present.

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