Buggy1111/anonymize-mcp

What it does

Buggy1111/anonymize-mcp is a Model Context Protocol (MCP) server that automatically detects and redacts personally identifiable information (PII) and sensitive text across 35+ languages. It uses advanced natural language processing from ÚFAL/LINDAT (MasKIT + NameTag NER) instead of simple regex patterns, enabling accurate identification of names, addresses, emails, and 80+ other PII patterns. This tool helps organizations achieve GDPR compliance by securely anonymizing data before processing or sharing.

How to set up

Installation is straightforward via pip: pip install anonymize-mcp. The tool can then be integrated into your Python environment or used as an MCP server. Configuration supports multiple languages and customizable PII pattern detection. Detailed setup documentation is available on the GitHub repository.

Key features

• Real NLP-based PII detection using ÚFAL/LINDAT technology (not regex)
• Supports 80+ PII patterns across 35+ languages
• Morphological analysis for accurate text processing
• Built-in translation capabilities
• Spellcheck functionality
• GDPR-compliant anonymization
• Czech language as primary focus
• Open-source and noncommercial