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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get HTML reports.

node

aidatadeveloper-tools

Citadel

stdio

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

data security

Getting Started

npx @getmcp/cli add dev.citadeldb/mcp

Requires Python 3.10+. Community-contributed server. Review source before installing.

Required Environment Variables

CITADEL_KEY
Passphrase that derives the AES-256 key encrypting the database region

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "dev.citadeldb/mcp": {
      "command": "uvx",
      "args": [
        "citadeldb-mcp"
      ],
      "env": {
        "CITADEL_KEY": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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