Buggy1111/anonymize-mcp

Overview

An MCP server that integrates Czech NLP tools from ÚFAL MFF UK for legal AI tasks. It provides anonymization, named entity recognition, and readability analysis via the Model Context Protocol.

Best for

Best for
Developers building Czech legal AI assistants or document processing pipelines

Use cases

• Anonymize personal data in Czech legal documents
• Extract named entities from Czech court rulings
• Assess readability of Czech legal texts

How to use

Install

pip install anonymize-mcp

Tools exposed

• extract_entities
• analyze_morphology
• check_readability
• correct_text
• translate_text

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, Cline, VS Code, ChatGPT

Notes

An MCP server that integrates Czech NLP tools from ÚFAL MFF UK for legal AI tasks. It provides anonymization, named entity recognition, and readability analysis via the Model Context Protocol.

0 stars on GitHub. Last updated 2026-06-06.

Use cases

• Anonymize personal data in Czech legal documents
• Extract named entities from Czech court rulings
• Assess readability of Czech legal texts

Pros

• Leverages established academic NLP tools from Charles University
• Enables MCP-based integration with AI assistants
• Targets specific needs of Czech legal domain

Cons

• Limited to Czech language only
• Zero community adoption (0 stars) may indicate early stage
• Requires running the MCP server and dependencies

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.