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genpark-simhash-near-duplicate-detector-skill

mcp
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SUMMARY

64-bit SimHash Hamming distance engine with char n-gram weighted projection for detecting redundant or plagiarism LLM outputs

README.md

GenPark SimHash Near-Duplicate Detector

Official Website
Release
Standard Library
License

64-bit SimHash Hamming distance engine with char n-gram weighted projection for detecting redundant or plagiarism LLM outputs.

Features

  • 100% Python Standard Library: Zero external pip dependencies. Completely self-contained and portable.
  • Enterprise Grade: Designed for mission-critical AI Agent workflows and LLM tool calling.
  • Dual MCP Protocol Compliance: Native Model Context Protocol (MCP) server implementation.
  • Microsecond Latency: Pure in-memory deterministic algorithms.

Installation & Usage

As a Python Module

from client import *

Run MCP Server

python mcp_server.py

Community & Verification

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