mahrem-mcp
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- AlicenseAqualityAmaintenanceEnables an AI assistant to redact text and, more importantly, files without reading them, since file redaction and restoration happen locally and only counts are reported, keeping personal data out of the conversation. It exposes tools for redacting text, writing a redacted copy of a UTF-8 file with an owner-only restore mapping, and putting original values back offline.3MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to browse and read files from allowlisted folders while names, IDs, contacts, and secrets are replaced with consistent tokens locally before the agent ever sees them. The agent's final answer can then be restored to the original values locally, with no write tools and no file contents leaving the machine.40 npmMIT
- AlicenseAqualityAmaintenanceLets AI assistants work on sensitive files by reasoning over schemas and masked output while deterministic local code handles raw data, never exposing real values to the model.523 PyPIMIT
- AlicenseAqualityAmaintenanceSanitizes text and files by removing PII, secrets, and custom patterns locally before sending to LLMs, with optional reverse-scrubbing.3744 npm2MIT
- AlicenseAqualityDmaintenanceProvides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline and facilitating local deanonymization.55MIT
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TDQS
Scored across 4 tools
Each tool maps to a distinct stage in the masking workflow: scan for warnings, mask to produce placeholders, restore to reinsert values, and forget to clean up session state. Although scan and mask both operate on local files, their outputs and purposes are clearly differentiated.
All four names follow a consistent snake_case verb_noun pattern (scan_file, mask_file, restore_file, forget_session), making the set predictable and easy to navigate.
Four tools is well-scoped for a focused privacy-preserving file workflow; each tool earns its place without redundancy.
The set covers the core lifecycle of scan, mask, restore, and cleanup, but lacks any tool to list or inspect active sessions/placeholder mappings, which could be a minor gap for multi-file use.