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Buggy1111/anonymize-mcp

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MCP server pro NLP nástroje ÚFAL MFF UK (NameTag, MasKIT, PONK) — česká právní AI: anonymizace, NER, čitelnost

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MCP

Buggy1111/anonymize-mcp

Added 7 June 2026

#anonymization#claude#czech#fastmcp#legal-tech#mcp#model-context-protocol#ner
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

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

Clients listed in this record (not verified here)

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

Notes

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

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

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

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