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io.github.JayOfemi/byakugan

Official

by JayOfemi · TypeScript

Private, on-device AI-text analysis including detection, AI-tell spans, and reuse overlap.

io.github.JayOfemi/byakugan MCP Server

The MCP server provides a private, on-device AI-text analysis capability focused on detecting AI-generated writing, measuring reuse overlap, and offering improvement suggestions. It supports integration with MCP clients and AI assistants, enabling local processing without data leaving the device.

🛠️ Key Features

  • On-device AI-text analysis for AI-detection and reuse overlap
  • Readability improvement suggestions via a built-in checker
  • MCP server compatibility for Claude Desktop, IDEs, and other MCP clients
  • Local-only operation; no data leaves the browser or device

🚀 Use Cases

  • Private AI-detection of user-authored text on a local machine
  • Reuse matching checks against user documents
  • Integration as an MCP server for AI assistants and IDE workflows

⚡ Developer Benefits

  • Open-source, private-by-default analytics
  • Self-hosted server suitable for offline environments
  • Simple browser or local development workflow

⚠️ Limitations

  • Described features focus on AI-detection, reuse checks, and local operation; not a general NLP suite
  • Requires MCP client compatibility for full workflow
  • Readme excerpt references local setup steps and server usage

Topics

ai-content-detectionai-detectorai-text-detectionanthropicclaudegrammar-checkerhuggingfacelocal-firstmcpmcp-servermodel-context-protocolnlponnxprivacyreacttailwindcsstypescriptvite