Ochrana súkromia pre AI — Funguje s Claude Desktop, Cursor a ľubovoľným nástrojom MCP

#!/usr/bin/env python3
import os
import json
from anthropic import Anthropic

client = Anthropic()

def on_user_prompt_submit(event: dict):
    """Intercept prompt, anonymize it, send to Claude."""
    prompt = event.get('prompt', '')
    
    result = client.beta.messages.create(
        model="claude-3-5-sonnet-20241022",
        max_tokens=1024,
        tools=[{"type": "text", "text": "Use the anonym MCP tool to detect and tokenize PII"}],
        messages=[{"role": "user", "content": f"Anonymize: {prompt}"}]
    )
    
    return {"prompt": result.content[0].text}

#!/usr/bin/env python3
import json
from anthropic import Anthropic

client = Anthropic()

def on_message_response(event: dict):
    """Detokenize Claude's response using session ID."""
    response = event.get('response', '')
    session_id = event.get('session_id')
    
    result = client.beta.messages.create(
        model="claude-3-5-sonnet-20241022",
        max_tokens=1024,
        messages=[{"role": "user", "content": f"Detokenize using session {session_id}: {response}"}]
    )
    
    return {"response": result.content[0].text}

{
  \"hooks\": {
    \"on_user_prompt_submit\": \"~/.claude/hooks/anonymize-prompt.py\",
    \"on_message_response\": \"~/.claude/hooks/deanonymize-response.py\"
  }
}