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#Confident Hallucination

#Confident Hallucination MCP Servers

Discover 1 MCP servers tagged with Confident Hallucination on the Vinkius App Catalog.

Yakunashi-Safety Gate MCP

Yakunashi-Safety Gate MCP

1 tools

LLMs hallucinate confidently when context is missing. This tool enforces epistemic calibration: map required preconditions, audit information sufficiency, detect speculation (yakunashi), and trigger safe folding (Beta-Ori) when data is missing.