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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Claude Conversation Drift Detector with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Monitors AI agent focus by detecting task drift and topic shifts.

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 Conversation Drift Detector capability set.

These are the exact actions your AI can choose when you ask it to work with Claude Conversation Drift Detector.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Claude Conversation Drift Detector.

  1. 01

    Analyze conversation drift

    Determines if the current sequence of agent actions is staying aligned with the original user goal

  2. 02

    Get task relevance summary

    Provides a high-level summary of how much of the task has been addressed based on keyword coverage

  3. 03

    Detect topic shift

    Identifies if the agent has abruptly switched to a completely unrelated topic

Observed, not estimated

820ms average. Fast in production.

Claude Conversation Drift Detector is checked daily against the live service.

Daily averagePeak 1005ms
Aug 20Today
Fastest day
658ms
Slowest day
1005ms
14-day trend
Slowing+28%

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 Conversation Drift Detector, so you can see the experience inside your AI.

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

Claude Conversation Drift Detector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rObXhKFL44u7UOFlnk6J7kduaguWtPFxIPk5673c/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 Conversation Drift Detector capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "claude-conversation-drift-detector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rObXhKFL44u7UOFlnk6J7kduaguWtPFxIPk5673c/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 Conversation Drift Detector owners ask.

  • 01

    How does the drift detection work?

    It uses Jaccard similarity to compare keywords extracted from the original task with keywords extracted from recent agent actions like analyze_conversation_drift or file changes.

  • 02

    Can I adjust the sensitivity of the drift detection?

    Yes, you can specify a driftThreshold in the analyze_conversation_drift capability to control how sensitive the rolling average relevance check is.

  • 03

    What is a topic shift?

    A topic shift is detected when there is a sudden loss of keyword overlap between the current action and the previous one, indicating the agent has jumped to a new subject.

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