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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use Context Window Utilization Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic capability for tracking and predicting AI context window exhaustion.

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 Context Window Utilization Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with Context Window Utilization Analyzer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Context Window Utilization Analyzer.

  1. 01

    Calculate utilization

    Performs the primary deterministic calculation of current and projected context usage

  2. 02

    Get utilization status

    Provides a high-level summary of the current context health

  3. 03

    Predict capacity exhaustion

    Estimates how much "breathing room" remains based on varying conversation intensity

Observed, not estimated

809ms average. Fast in production.

Context Window Utilization Analyzer is checked daily against the live service.

Daily averagePeak 957ms
Aug 22Today
Fastest day
679ms
Slowest day
957ms
14-day trend
Improving-26%

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 Context Window Utilization Analyzer, so you can see the experience inside your AI.

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

Context Window Utilization Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_a94zLVwSwf2DvTzAMChKGExr9UmXx5NDNX3Qbk6j/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 — Context Window Utilization Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "context-window-utilization-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_a94zLVwSwf2DvTzAMChKGExr9UmXx5NDNX3Qbk6j/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 Context Window Utilization Analyzer owners ask.

  • 01

    How does the analyzer calculate remaining tokens?

    The calculate_utilization capability subtracts the sum of all input tokens (system prompt, capability definitions, and history) and the expected output buffer from the total model context window.

  • 02

    What is a 'compression trigger'?

    A compression trigger is a status indicator. If utilization exceeds 80%, it suggests 'Compress Now'; if it exceeds 60%, it suggests 'Monitor'.

  • 03

    Can I predict how many more messages I can send?

    Yes, you can use the predict_capacity_exhaustion capability to estimate the number of turns remaining based on your current usage and an average token count per turn.

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