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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Multi-Turn Conversation Compressor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic engine for reducing conversation history size while preserving semantic continuity.

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 · 2 capabilities

The complete Multi-Turn Conversation Compressor capability set.

These are the exact actions your AI can choose when you ask it to work with Multi-Turn Conversation Compressor.

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through Multi-Turn Conversation Compressor.

  1. 01

    Evaluate compression quality tool

  2. 02

    Compress conversation tool

Observed, not estimated

827ms average. Fast in production.

Multi-Turn Conversation Compressor is checked daily against the live service.

Daily averagePeak 1021ms
Aug 20Today
Fastest day
670ms
Slowest day
1021ms
14-day trend
Slowing+16%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 2 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 Multi-Turn Conversation Compressor, so you can see the experience inside your AI.

It does not authenticate your account with Multi-Turn Conversation Compressor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Multi-Turn Conversation Compressor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cjy6h1h0uYGQWAPoJ9znJlexxrxgUhzuV2rz9OFE/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 — Multi-Turn Conversation Compressor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "multi-turn-conversation-compressor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cjy6h1h0uYGQWAPoJ9znJlexxrxgUhzuV2rz9OFE/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 Multi-Turn Conversation Compressor owners ask.

  • 01

    How does the sliding window strategy work?

    The sliding_window strategy uses a FIFO method to keep only the most recent turns within the specified token limit, ensuring the model has immediate context.

  • 02

    Can I ensure my system prompt is never lost?

    Yes. The engine includes strict preservation rules that ensure the system prompt is always kept as the first element and is immune to all compression logic.

  • 03

    How do I know if the compression was too aggressive?

    You can use the evaluate_compression_quality_tool to check metrics. It flags results if token savings are below 20% or if the continuity score falls below 0.3.

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