redactor-mcp

MCP server that wraps AWS Comprehend for PII detection and redaction. Upload a plain text file in Claude Desktop, ask it to remove the PII, and get back a redacted version.

This is a demo project, not production software.

Prerequisites

• Node.js 18+ or Bun 1.0+

• AWS credentials with comprehend:DetectPiiEntities and comprehend:DetectDominantLanguage permissions

Related MCP server: Data X-Ray MCP Server

AWS Credentials Setup

Option A: AWS Access Portal (SSO)

aws configure sso
# Profile name: your-profile
# SSO start URL: https://your-org.awsapps.com/start
# SSO region: us-east-1
# Account and role: select from browser

aws sso login --profile your-profile
export AWS_PROFILE=your-profile

Option B: Static Credentials

aws configure
# Enter Access Key ID, Secret Access Key, region (us-east-1)

Required IAM Permissions

{
  "Effect": "Allow",
  "Action": [
    "comprehend:DetectPiiEntities",
    "comprehend:DetectDominantLanguage"
  ],
  "Resource": "*"
}

Installation

bun install

Type Checking

bun run typecheck

Building

Build the project to dist/:

bun run build

Running the Server

For development:

bun run dev

For production (after building):

bun run start

Testing with MCP Inspector

Launch the Inspector UI to test tools interactively:

bun run inspector

1. Click Connect

2. Go to Tools tab, click List Tools

3. Test the tools:

Language Detection

{"text": "Bonjour, je m'appelle Marie."}

Returns detected language(s) with confidence scores:

[
  {
    "language_code": "fr",
    "language_name": "French",
    "score": 0.9876
  }
]

PII Detection

Test detect_pii with: {"text": "My name is Jane Doe and my SSN is 123-45-6789."}

Returns two entities: NAME ("Jane Doe") and SSN ("123-45-6789")

PII Redaction

Test redact_pii with the same text

Returns: "My name is [NAME] and my SSN is [SSN]."

Language Support

• Language Detection: Supports 100+ languages

• PII Detection/Redaction: Currently supports English and Spanish only

You can optionally specify the language code:

{"text": "Mi nombre es Juan García", "language_code": "es"}

Or let the system auto-detect:

{"text": "My name is Jane Doe"}

Note: If non-English/non-Spanish text is provided to PII tools, you'll receive a clear error message with the detected language.

Claude Desktop Configuration

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

Option 1: Development Mode (run from source)

{
  "mcpServers": {
    "redactor-mcp": {
      "command": "bun",
      "args": ["run", "/absolute/path/to/redactor-mcp/src/index.ts"],
      "env": {
        "AWS_PROFILE": "your-profile",
        "AWS_REGION": "us-east-1"
      }
    }
  }
}

Option 2: Production Mode (run compiled version)

{
  "mcpServers": {
    "redactor-mcp": {
      "command": "node",
      "args": ["/absolute/path/to/redactor-mcp/dist/index.js"],
      "env": {
        "AWS_PROFILE": "your-profile",
        "AWS_REGION": "us-east-1"
      }
    }
  }
}

Important: Replace:

• /absolute/path/to/redactor-mcp with the actual path to this project

• your-profile with your AWS profile name

For production mode, make sure to run bun run build first.

Packaging for Distribution

Create an MCPB package for easy distribution:

bun run pack

This creates a .mcpb file that can be installed directly in Claude Desktop.

Usage

Upload a .txt, .md, or .csv file in Claude Desktop and try prompts like:

• "What language is this document?"

• "Detect the language in this file"

• "Detect the PII in this file"

• "Remove the PII from this file" (language auto-detected)

• "Find all the email addresses in this file"

• "Redact only names and phone numbers"

• "Redact PII but only high-confidence matches"

• "Detect PII using Spanish language code"

Sample files are in docs/samples/ for testing:

• sample-001.md - English text with PII

• sample-002.csv - English CSV with multiple employee records

• sample-003-spanish.txt - Spanish text with PII (tests Spanish PII detection)

• sample-004-french.txt - French text (tests language detection and unsupported language handling)