• SCHEMA
  • MAPPING
  • HUMAN
  • READY

How to inspect bot data schemas with your AI

Connect Botforge to your AI client once. After that, your agent can pull real field data to validate your data structures.

Ask AI about this page

Short answer

How can I check if my bot's data matches my system?

Your AI pulls actual sample values from Botforge form fields to check data types and keys. This lets you confirm the structure matches your database before you go live. You'll see exactly how the data lands.

Validation outcomes

Where your data lands

What you get after your AI inspects the data.

SCHEMA

Verified data types

The AI identifies if fields are strings, integers, or booleans. You get a clear view of the incoming data format.

MAPPING

Field name alignment

Your agent checks if bot field names match your database columns. This prevents broken integrations later.

HUMAN

Manual fixes needed

If the data doesn't match your schema, the AI flags the discrepancy. You decide how to adjust the bot configuration.

READY

Integration confidence

Once the samples look right, you know your downstream systems won't reject the bot's payload.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of fetching and analyzing the structure.

  1. Identify bots

    The AI finds the specific bots you want to inspect within your account.

    list_bots

  2. Fetch field samples

    The agent pulls actual data examples from the selected bot's form fields.

    get_samples

  3. Analyze structure

    Your AI compares the retrieved samples against your expected data schema.

    get_samples

  4. Report mismatches

    The agent highlights any missing fields or incorrect data types.

    get_samples

Try it

Copy these to start.

Use these prompts to begin your inspection.

Starting points

Replace the bracketed text with your actual bot names or field IDs.

The Botforge Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DkHdQdnuDxv28J5P43i8QyRerYMPvO6YVOR2KiBy/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 — The Botforge capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "the-botforge-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DkHdQdnuDxv28J5P43i8QyRerYMPvO6YVOR2KiBy/mcp"
    }
  }
}
Copy into chat04

  • List all my bots so I can pick one to inspect.

  • Get sample data for the 'Customer Feedback' bot to check the field types.

  • Compare the sample data from my 'Lead Gen' bot against this JSON schema.

  • Check if the 'Order Bot' field names match my Shopify integration requirements.

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

Start here

Connect Botforge once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI about your bot data.

Connect Botforge to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my bot's field names?

    No. The AI can only read data and samples. You have to make any changes to your bot configuration manually.

  • 02

    Does the AI see real user data?

    The AI uses sample data from the fields to show you the structure. It does not access your live production database or private user history.

  • 03

    Can I use this to fix my database?

    No. The AI identifies mismatches between the bot and your system, but it cannot write to or modify your downstream databases.

  • 04

    How does the AI know which bot to look at?

    You tell the AI which bot to inspect, or you can ask it to list your available bots first.

  • 05

    Will this work with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Botforge? See everything the Botforge Connector can do

Connect The Botforge to Claude, Cursor, ChatGPT & more