• USAGE
  • HEALTH
  • DETAILS
  • HUMAN

How to audit parser performance with your AI

Connect Docparser to your AI client once. From there, you can pull usage stats and health reports through simple chat commands.

Ask AI about this page

Short answer

How can I check my Docparser usage and parser health with AI?

Your AI uses specific tools to pull account metadata and run health audits on your individual parsers. You'll get a clear view of your remaining limits and how successfully your documents are being processed.

Where every issue lands.

Audit outcomes

The AI organizes your Docparser data into these four categories.

USAGE

Account limit status

The AI checks your current consumption against your plan. You'll know exactly how many documents you have left for the month.

HEALTH

Parser success rates

The AI reviews how well your parsers are performing. It identifies which configurations are hitting errors or failing to extract data.

DETAILS

Specific parser settings

The AI pulls the exact configuration of a specific parser. This helps you see why a particular setup might be struggling.

HUMAN

Manual fixes needed

The AI flags parsers that need your direct attention. You'll decide when to manually adjust a template or update a rule.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your chat interface and your Docparser account.

  1. Check account status

    The AI looks up your current subscription and usage levels to see if you are approaching any limits.

    get_docparser_account_metadata

  2. Inspect parser settings

    The AI pulls the specific configuration and settings for any parser you ask about.

    get_parser_details

  3. Run health checks

    The AI performs a diagnostic on your parsers to find errors or low success rates.

    quick_parser_health_audit

  4. Summarize findings

    The AI combines the metadata and health data into a plain English report for you.

    quick_parser_health_audit

Try it

Copy these to start.

Use these prompts to kick off an audit.

Starting points

These are just starting points. Swap out the parser names or account details to match your actual setup.

Docparser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_miP3tpayMODTxLaEmawpsldPcHjNW5qK9YgNrZ8w/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 — Docparser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "docparser-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_miP3tpayMODTxLaEmawpsldPcHjNW5qK9YgNrZ8w/mcp"
    }
  }
}
Copy into chat04

  • How much of my Docparser account limit have I used so far?

  • Run a health audit on my 'Invoice_Processor' parser and tell me if anything looks wrong.

  • Show me the details for the 'Shipping_Label' parser.

  • Which of my parsers have the lowest success rates right now?

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

Start here

Connect Docparser once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Docparser to your AI

FAQ

Common questions

  • 01

    Can the AI change my parser settings?

    No. The AI can read your parser details and report on them, but it cannot modify your configurations or templates.

  • 02

    Can the AI delete my documents?

    No. The tools provided only allow the AI to read metadata and health status. It has no capability to delete data.

  • 03

    How often can I run a health audit?

    You can run the health audit as often as you like through your AI client.

  • 04

    Does the AI see my actual document content?

    No. The AI only accesses metadata, parser settings, and success/failure statistics.

  • 05

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • More questions about Docparser? The Connector page answers them. See everything the Docparser Connector can do

Connect Docparser to Claude, Cursor, ChatGPT & more