How does the tool detect if a workflow has converged?

The `verify_convergence` tool checks if the similarity between consecutive state key sets remains above a defined threshold for a specific number of steps.

What is an oscillation in an agent workflow?

Oscillation occurs when an agent cycles through a repetitive sequence of states, such as moving from State A to State B and back to State A, preventing progress.

Can I customize the convergence sensitivity?

Yes, you can adjust the `convergenceThreshold` and the `convergenceWindow` when using the `verify_convergence` tool to fine-tune detection.

workflow-convergence-verifier MCP Connector for Claude

A+

Analyzes agent workflows to detect stability, convergence, or infinite loops.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides diagnostic tools to monitor agent execution. It helps identify if a multi-step workflow has stabilized using verify_convergence, detects repetitive loops with detect_oscillations, and measures structural changes via analyze_state_stability. It is designed to solve the infinite loop problem in complex agent pipelines by analyzing state similarity and hash patterns.

convergenceoscillationstabilityworkflow-analysisagent-debugging

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_Yb75kJGol71QyVQTUmWhVoloZtTt1iwHdDVYZ56q/mcp

② Claude Code (terminal)

claude mcp add --transport http workflow-convergence-verifier-1 https://edge.vinkius.com/vk_preview_Yb75kJGol71QyVQTUmWhVoloZtTt1iwHdDVYZ56q/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "workflow-convergence-verifier-1": {
      "url": "https://edge.vinkius.com/vk_preview_Yb75kJGol71QyVQTUmWhVoloZtTt1iwHdDVYZ56q/mcp"
    }
  }
}

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