• VALIDATION
  • MAPPING
  • REPORTS
  • HUMAN

How to audit content schemas with your AI

Connect your AI client to Kontent.ai to inspect content type definitions and field requirements.

Ask AI about this page

Short answer

Can my AI check my Kontent.ai content types?

Yes. Your AI client pulls field requirements and structural definitions directly from your CMS. You'll get a clear view of your schema's current state through these specific outcomes.

Audit outcomes

Where your audit results land.

The AI organizes its findings based on how you intend to use the schema data.

VALIDATION

Schema drift detection

The AI compares your intended structure against live definitions. It flags missing fields or incorrect data types.

MAPPING

Field requirement checks

Your agent identifies which fields are mandatory and which are optional. This helps you prep data for imports.

REPORTS

Structural summaries

Get a plain-text breakdown of every content type. This is useful for documentation or sharing requirements with developers.

HUMAN

Manual fixes needed

The AI identifies where the schema violates your business rules. You'll need to log into Kontent.ai to make these structural changes.

The workflow

What your AI does when the schema request arrives.

The AI moves from broad discovery to specific field inspection to give you a complete picture.

  1. Catalog content types

    The AI first identifies all available content types in your Kontent.ai environment to understand the scope.

    list_content_types

  2. Inspect specific structures

    Once it finds the right type, the AI pulls the exact technical definition for that specific content model.

    get_content_type

  3. Analyze field requirements

    The agent looks at the individual fields within a type to check for constraints or missing properties.

    get_content_type

  4. Flag discrepancies

    The AI compares the retrieved data against your specific audit goals and highlights any errors.

    list_content_typesget_content_type

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are opening lines. Swap out the specific content type names with your own.

Kontent.ai Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ooA5rzXFtX2VlU5zvxQglzTdCam5cEL0LSqso5sU/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 — Kontent.ai capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "kontentai-enterprise-headless-cms-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ooA5rzXFtX2VlU5zvxQglzTdCam5cEL0LSqso5sU/mcp"
    }
  }
}
Copy into chat04

  • List all my content types in Kontent.ai so I can see what's available.

  • Get the definition for the 'Article' content type and tell me which fields are mandatory.

  • Check the 'Product' content type to see if the 'Price' field is set as a number.

  • Compare the 'Blog Post' schema against my requirements for a title field under 60 characters.

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

Start here

Connect Kontent.ai once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Kontent.ai to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change my content type settings?

    No. The AI can only read the definitions. You must make any structural changes manually in the Kontent.ai UI.

  • 02

    Can the AI audit my actual content entries?

    No. This specific task is limited to inspecting the schema and field definitions, not the individual pieces of content you've created.

  • 03

    How does the AI know if a field is missing?

    It uses the get_content_type tool to see the current list of fields and compares that list to the requirements you provided in your prompt.

  • 04

    Do I need to provide my API key to the AI?

    No. You connect the Kontent.ai MCP through Vinkius. Your sensitive credentials are never exposed to the AI client.

  • 05

    Can I audit multiple content types at once?

    Yes. You can ask the AI to list all types first and then perform a bulk check on the specific ones you care about.

  • More questions about Kontent.ai? See everything the Kontent.ai Connector can do

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