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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Prompt Token Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic token breakdown and budget analysis for prompt engineering.

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 Prompt Token Analyzer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Prompt Token Analyzer.

  1. 01

    Find outlier sections

    Identifies sections that are significantly larger or smaller than the average section size

  2. 02

    Analyze prompt sections

    Performs a full breakdown of a prompt's token consumption and budget adherence

  3. 03

    Get section stats

    Provides high-level summary statistics about the prompt's composition

Observed, not estimated

810ms average. Fast in production.

Prompt Token Analyzer is checked daily against the live service.

Daily averagePeak 961ms
Aug 20Today
Fastest day
664ms
Slowest day
961ms
14-day trend
Slowing+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 Prompt Token Analyzer, so you can see the experience inside your AI.

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

Prompt Token Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ZgehUUQz5CT25DulG0SEu9HRgQOCIVnjLGCggzWK/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 — Prompt Token Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "prompt-token-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZgehUUQz5CT25DulG0SEu9HRgQOCIVnjLGCggzWK/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 Prompt Token Analyzer owners ask.

  • 01

    How is the token count calculated?

    The server uses a deterministic proxy where the token count is the total number of characters in a section divided by four.

  • 02

    Can I identify which parts of my prompt are too large?

    Yes, you can use the find_outlier_sections capability to identify sections that are significantly larger or smaller than the average size.

  • 03

    What happens if I exceed my token budget?

    The analyze_prompt_sections capability will return a negative budget remaining value and set the budget overrun flag to true.

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