conkurrence
IntegrationMonitoring & opsSee how consistently your AI answers the same question. conkurrence applies statistical consensus metrics to measure whether your AI agrees with itself, so you can tell when responses line up and when they diverge. That gives you a simple way to monitor for contradictory or shifting answers.
This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.
After adding conkurrence, have your AI answer the same prompt more than once and review the consensus results to see how closely the responses match.
What your AI can do with it
- Check whether repeated answers to the same prompt stay consistent
- Compare multiple responses to see how closely they align
- Get a statistical measure of how much your AI agrees with itself
- Spot when answers to the same question contradict each other
- Use consistency checks as part of monitoring your AI's behavior
Signals
- Last commit
- Apr 2026
- Weekly downloads
- 84
Advanced
- Delivery
- conkurrence MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
io-github-alligatorc0der-conkurrence- Source
- github.com/alligatorc0der/conkurrence