NerdCabalMCP

NerdCabalMCP Notebooks

Interactive Jupyter notebooks demonstrating platform capabilities.

📓 Available Notebooks

Neural Forensics

• MATS_Neural_Forensics_Demo.ipynb
  • DSMMD taxonomy for LLM transcript analysis
  • Confabulation detection
  • Context collapse analysis
  • Metadata leakage identification

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🚀 Running Notebooks

Local Setup

# Install Jupyter
pip install jupyter notebook

# Install dependencies
pip install anthropic openai redis pandas numpy matplotlib seaborn plotly

# Launch Jupyter
jupyter notebook

Google Colab

Upload notebooks to Google Colab for cloud execution.

Additional Tutorials

See ../tutorials/ for more specialized notebooks:

• Sovereign Studio tutorials
• SIGGRAPH 2026 content
• Beginner guides

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📁 Competition Notebooks

Competition-specific demos are in ../competitions/:

• AI Explorer: ../competitions/ai-explorer/AI_Explorer_Hackathon_Demo.ipynb

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