MCP For Claude Marketplace
Workflow Convergence Verifier

Workflow Convergence Verifier MCP Connector for Claude

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Monitors agentic workflows to detect stability, convergence, and infinite loops.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

The Workflow Convergence Verifier is a diagnostic tool designed to monitor the progress of multi-step AI agent pipelines. It identifies whether a workflow is making progress, has reached a stable solution, or is trapped in a repetitive loop. By using Jaccard similarity to compare state key sets and state hashing to detect patterns, it provides critical insights into workflow health. Use analyze_convergence to check for stability, detect_oscillation to find repetitive loops, and calculate_progress_velocity to estimate completion speed.

convergenceoscillationworkflow-analysisagent-monitoringstability

3 tools expose this connector's capabilities to your AI agent.

analyze_convergence

Determines if the workflow has successfully reached a stable state or if it is still progressing

detect_oscillation

Identifies if the workflow is trapped in a repetitive loop by detecting recurring state patterns

calculate_progress_velocity

Estimates the rate at which the workflow is moving toward a solution to help predict completion

See how to talk to your AI agent using Workflow Convergence Verifier.

Has my agentic workflow reached a stable state yet?

The workflow has converged. The stability criteria were met at step 5.

Is the agent stuck in a loop?

Yes, oscillation detected. The agent is repeating a pattern of 3 states.

How fast is the workflow progressing?

The current velocity score is 0.85, indicating a stable trend toward completion.

Convergence is confirmed when the Jaccard similarity of the workflow state key sets remains above the specified threshold for the duration of the convergence window.

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