Anonymize and redact PII before it reaches AI models. GDPR, HIPAA, EU AI Act.
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Scored across 6 tools
The six tools mostly have distinct workflows: upload, anonymize, check job, inline redact, legal review, and command listing. Some overlap exists between anonymize_document and redact_pii, but descriptions clarify that one handles files/text under regimes and the other does inline PII redaction by entity type.
Five tools use clear verb_noun or verb_noun_phrase patterns (anonymize_document, get_anonymize_job, list_allowed_commands, review_with_claude_legal, upload_file_chunk). redact_pii is a minor naming deviation using acronym PII but is still readable and consistent in snake_case.
Six tools is well-scoped for a privacy/anonymization workflow. Each tool covers a distinct step: upload, anonymize, poll job, inline redact, legal review, and permission listing.
The set covers upload, anonymization, job status, PII redaction, legal review, and permission discovery, forming a coherent lifecycle. Minor gaps include no explicit delete/cancel job or download/export tool, but the main privacy workflow is complete.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
anonymize_document3 fields changedInput schema / properties / filename / descriptionPrevious value: -"Original filename with extension, required with file_base64"New value: +"Original filename with extension, required with file_base64 or upload_id"Input schema / properties / job_idAdded value: +{
+ "description": "Existing anonymize job to fetch or resume (do not re-upload)",
+ "type": "string"
+}Input schema / properties / upload_id / descriptionPrevious value: -"ID from upload_file_chunk after all chunks are complete"New value: +"ID returned by upload_file_chunk when complete=true"get_anonymize_jobanonymize_document2 fields changedInput schema / properties / file_base64 / descriptionPrevious value: -"Raw file bytes as base64 (not extracted cell text). Use this for Claude/Cowork attachments."New value: +"Raw file bytes as base64 in this tool argument only — never in chat. Length of tens of thousands of characters is expected."Input schema / properties / upload_idAdded value: +{
+ "description": "ID from upload_file_chunk after all chunks are complete",
+ "type": "string"
+}upload_file_chunkanonymize_document4 fields changedInput schema / properties / file_base64Added value: +{
+ "description": "Raw file bytes as base64 (not extracted cell text). Use this for Claude/Cowork attachments.",
+ "type": "string"
+}Input schema / properties / file_path / descriptionPrevious value: -"Absolute path to pdf/docx/csv/xlsx"New value: +"Local absolute path only when this MCP server can read the same disk. Do not use Claude/Cowork workspace paths."Input schema / properties / filenameAdded value: +{
+ "description": "Original filename with extension, required with file_base64",
+ "type": "string"
+}Input schema / properties / text / descriptionPrevious value: -"Inline text when no file_path"New value: +"Inline text only when the user pasted text, not a file"review_with_claude_legalanonymize_documentlist_allowed_commandsredact_pii
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