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1. groundlens groundlens Public

   Geometric LLM grounding verification — deterministic, auditable, no second LLM. Python library for measuring how faithfully model outputs reflect their sources.

   Python 4

2. grounding-benchmark grounding-benchmark Public

   Curated dataset for evaluating LLM grounding — 215 claim–source pairs across 19 domains with human-annotated labels and geometric verification scores.

   Python

3. groundlens.site groundlens.site Public

   Content for groundlens web site

   Astro

4. groundlens-mcp groundlens-mcp Public

   MCP server for groundlens — LLM hallucination detection for Claude Desktop, Cursor, Windsurf, and any MCP-compatible client.

   Python

5. Groundlens-Cookbook Groundlens-Cookbook Public

   Runnable notebooks applying Groundlens to real AI agent verification cases — geometry + rules vs LLM-as-judge.

   Jupyter Notebook