GenPark Entropy Hallucination Detector MCP
An MCP server that analyzes LLM outputs using token entropy and n-gram perplexity to detect degenerate repetition loops and vocabulary collapse. It is built with 100% Python Standard Library, ensuring zero third-party runtime dependencies, and plugs directly into agents like Claude Desktop and Cursor for AI safety and hallucination detection.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Audit LLM outputs for degenerate repetition loops
- Detect vocabulary collapse using n-gram perplexity
- Analyze token entropy for AI safety guardrails
- Integrate hallucination detection into agent workflows
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
https://github.com/Alpha-Park/genpark-entropy-hallucination-detector-skill/releases/download/v1.0.1/genpark-entropy-hallucination-detector-skill-v1.0.1.mcpb
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Reported by the attributed source; not independently observed by Koskamo.
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