MCP For Claude Marketplace
Conversation Termination Evaluator

Conversation Termination Evaluator MCP Connector for Claude

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Prevents runaway agent loops by detecting repetition and stagnation.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides critical governance tools for multi-agent systems like AutoGen or CrewAI. It prevents 'hallucination spirals' and infinite loops by monitoring conversation health. Using get_termination_status, agents can check if they have reached the turn limit or signaled completion. The analyze_message_repetition tool detects semantic loops through Jaccard similarity, while check_progress_plateau identifies when a conversation has stalled by monitoring changes in subject matter. Connect via Vinkius Edge to give your AI agents the ability to self-regulate and terminate efficiently.

agentsloopsterminationgovernancemonitoring

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

analyze_message_repetition

Checks for semantic loops by comparing the similarity of recent assistant outputs

check_progress_plateau

Detects if the conversation has stopped moving forward by monitoring subject matter changes

get_termination_status

Determines if the current conversation state warrants an immediate stop

See how to talk to your AI agent using Conversation Termination Evaluator.

Check if the current conversation should end.

The conversation should continue as no termination criteria have been met.

Is the agent repeating itself?

Yes, the similarity score between recent messages is too high, indicating a repetitive loop.

Has the conversation reached the maximum number of turns?

Yes, the turn count has reached the user-defined limit.

It uses `get_termination_status` to monitor turn counts and `analyze_message_repetition` to detect when agents are repeating the same content, triggering a stop signal.

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