Genpark Hallucination Fact Grounding Checker Skill

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GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

by alphaparkinc

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About

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

README

Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

Engineered and open-sourced by GenPark AI (https://genpark.ai). Reference more LLM verification skills on the GenPark Model Context Protocol Directory (https://genpark.ai/mcp).

graph TD
    Ctx[Retrieved Source Evidence Context] --> Checker[Grounding Checker]
    Ans[LLM Generated Claims] --> Checker
    Checker --> S1[Sentence 1: Supported 85%]
    Checker --> S2[Sentence 2: Unsupported 12%]
    S2 -.-> Alert[Flag Hallucination for Correction]

Features

Sentence-Level Granularity: Pinpoints exact unsupported claims in multi-paragraph agent responses.
Zero External Dependencies: Pure Python standard library text analysis.

from github.com/alphaparkinc/genpark-hallucination-fact-grounding-checker-skill

Installing Genpark Hallucination Fact Grounding Checker Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-hallucination-fact-grounding-checker-skill

FAQ

Is Genpark Hallucination Fact Grounding Checker Skill MCP free?

Yes, Genpark Hallucination Fact Grounding Checker Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Hallucination Fact Grounding Checker Skill need an API key?

No, Genpark Hallucination Fact Grounding Checker Skill runs without API keys or environment variables.

Is Genpark Hallucination Fact Grounding Checker Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Hallucination Fact Grounding Checker Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Hallucination Fact Grounding Checker Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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