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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Agent Handoff Protocol Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict system stability and context degradation before deployment.

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 Agent Handoff Protocol Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Agent Handoff Protocol Calculator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Agent Handoff Protocol Calculator.

  1. 01

    Detect circular handoff

  2. 02

    Analyze handoff chain

  3. 03

    Calculate handoff metrics

Observed, not estimated

815ms average. Fast in production.

Agent Handoff Protocol Calculator is checked daily against the live service.

Daily averagePeak 1030ms
Aug 20Today
Fastest day
657ms
Slowest day
1030ms
14-day trend
Slowing+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 Agent Handoff Protocol Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Agent Handoff Protocol Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Agent Handoff Protocol Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XfHKuAn1l78Wj1tBOJywIP8DChcQOfEvFSY81grK/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 — Agent Handoff Protocol Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "agent-handoff-protocol-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XfHKuAn1l78Wj1tBOJywIP8DChcQOfEvFSY81grK/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

Who it's for

Built for the work Agent Handoff Protocol Calculator owners hand off.

This MCP is built for developers and engineers who design complex, multi-agent systems. If your application relies on passing tasks or context between several specialized AI components, you need this capability. It gives you the metrics to prove your system is stable and reliable.

  • 01

    AI Engineer

    Use it to test the robustness of agent pipelines and measure context decay.

  • 02

    System Architect

    Model the performance impact of handoffs before committing to a full build.

  • 03

    ML Developer

    Quantify the information loss when integrating multiple specialized models.

FAQ

Questions Agent Handoff Protocol Calculator owners ask.

  • 01

    What is 'context degradation' in this context?

    Context degradation refers to the loss of original information quality when an agent hands off a task. This MCP quantifies that loss, which is critical for maintaining conversation health.

  • 02

    Can this MCP handle multiple handoffs?

    Yes. You use the analyze_handoff_chain capability to evaluate cumulative degradation across multiple sequential steps, giving you a holistic view of the process.

  • 03

    What kind of data do I need to provide?

    You need to provide specific parameters like source token counts, target window sizes, and compression rates to accurately calculate the handoff metrics.

  • 04

    Is this for general AI chat bots?

    No. This is specialized for developers building complex, multi-agent systems where one AI component passes work to another. It models the protocol of the handoff, not just the chat content.

  • 05

    Does it prevent infinite loops?

    Yes. The detect_circular_handoff capability explicitly checks an agent sequence to identify and flag any repeating or circular calls.

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