• DOMAINS
  • RISK
  • CLEANUP
  • HUMAN

How to map credential distribution with your AI

Connect your password manager export to your AI client to identify account concentrations. Your agent handles the heavy lifting of parsing the data and finding patterns.

Ask AI about this page

Short answer

How can I see which websites I have the most accounts for?

Upload your exported CSV file from your password manager to your AI client. The agent parses the file and identifies which domains appear most frequently, giving you a clear view of your credential density. You'll get a breakdown of your most used sites and potential security risks.

The results.

Where your data lands.

The AI processes your export and organizes the findings into these categories.

DOMAINS

Domain concentration list

The agent identifies every unique website in your export. You get a list of where you have the most accounts.

RISK

High-density targets

The AI flags domains where you have a high number of logins. This shows you where a single breach would be most damaging.

CLEANUP

Stale account detection

The agent looks for old or unused entries. You can decide which accounts to prune manually.

HUMAN

Manual review required

The AI cannot delete or change your passwords. You must handle any actual credential management yourself.

The workflow

What your AI does when the export arrives.

The AI takes your raw CSV and turns it into actionable intelligence.

  1. Parse the CSV

    The agent reads the raw rows and columns from your password manager export. It extracts the domain names and account labels.

    analyze_password_export

  2. Count occurrences

    The AI tallies how many times each domain appears in the dataset. It builds a frequency map of your digital footprint.

    analyze_password_export

  3. Identify clusters

    The agent groups accounts by service provider or domain. It highlights where your credentials are most concentrated.

    analyze_password_export

  4. Summarize findings

    The AI presents a clean summary of your most used sites. You get a clear picture of your account distribution.

    analyze_password_export

Try it

Copy these to start.

Use these prompts once you've connected the MCP.

Starting points

These are starting points. You should replace the specific file names or domain names with your own details.

papaparse Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_6TPSSTMo5ti5fbNJ4h4Ip3Qvp8NUAiuwKK5aTOkN/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — papaparse capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "password-manager-export-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6TPSSTMo5ti5fbNJ4h4Ip3Qvp8NUAiuwKK5aTOkN/mcp"
    }
  }
}
Copy into chat04

  • Analyze this password export and tell me which five domains I use most often.

  • Based on my CSV export, which websites have the highest concentration of my accounts?

  • Look through my password export and list all the domains that appear more than three times.

  • Identify any domains in my export where I have multiple different usernames.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Password Manager Export Analyzer once, then ask.

One connection gives your AI access to the analysis tools. Your login stays encrypted and secure on our side.

Connect Password Manager Export Analyzer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my passwords?

    No. The AI only reads the data you provide to perform analysis. It cannot modify, delete, or create any credentials in your password manager.

  • 02

    Does the AI store my passwords?

    No. The AI processes the data you upload during the session to perform the requested analysis. It does not build a permanent database of your credentials.

  • 03

    What file formats can I use?

    The tool is designed specifically for CSV exports from password managers.

  • 04

    Can the AI tell me if my passwords are weak?

    No. The current tool focuses on mapping domain distribution and account concentration, not evaluating password strength.

  • 05

    Will this work with my 1Password or Bitwarden export?

    Yes, as long as you export your data as a CSV file, the AI can analyze the distribution.

  • More questions about Password Manager Export Analyzer? The Connector page answers them. See everything the Password Manager Export Analyzer Connector can do

Connect papaparse to Claude, Cursor, ChatGPT & more