• VALID
  • MISMATCH
  • MISSING
  • HUMAN

How to verify taxonomy and assets with your AI

Connect Kontent.ai once. After that, your agent handles the heavy lifting of auditing content structure and locating media.

Ask AI about this page

Short answer

How can I use AI to check my Kontent.ai taxonomy and assets?

Your agent pulls your taxonomy groups and asset lists to find mismatches or missing files. You'll get a clear view of where your content structure breaks down.

Audit outcomes

Where your findings land.

The AI organizes its findings into these specific outcomes.

VALID

Confirmed alignment

The agent confirms that content pieces match your defined taxonomy groups. You get a clean report of everything that follows the rules.

MISMATCH

Taxonomy errors

The AI flags content that uses incorrect categories or missing tags. It identifies exactly where your content deviates from your taxonomy structure.

MISSING

Asset gaps

The agent spots content that references media files not found in your library. It highlights these broken links or missing assets immediately.

HUMAN

Manual review

The AI hands off complex discrepancies that require a person to decide on new categories or upload new media.

The workflow

What your AI does when the request arrives.

The agent follows a logical path to scan your Kontent.ai environment.

  1. Map the structure

    The agent pulls your entire taxonomy setup to understand your rules.

    list_taxonomies

  2. Inspect specific groups

    It looks into individual taxonomy groups to see the allowed values.

    get_taxonomy_group

  3. Scan the library

    The agent checks your media files to see what is actually available.

    list_content_assets

  4. Flag discrepancies

    The agent compares the content data against the taxonomy and asset lists to find errors.

    list_taxonomieslist_content_assets

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are just ways to start the conversation. Swap out the specific group names or asset types for 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_RHPKSkjWKzcGtG2RsrCEiLCsL40xpag39Ae5gsji/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-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RHPKSkjWKzcGtG2RsrCEiLCsL40xpag39Ae5gsji/mcp"
    }
  }
}
Copy into chat04

  • Check if all my content in the 'Blog' project follows the 'Topic' taxonomy group.

  • Find all media assets in my library that are tagged as 'Hero Images'.

  • Are there any content items using taxonomy values that don't exist in my current groups?

  • List all assets in my library to see if I have the video files needed for the 'Summer Campaign'.

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

Start here

Connect Kontent.ai once, then ask.

One click connects your Kontent.ai account to your AI client. Your credentials stay encrypted and secure on our side.

Connect Kontent.ai to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my taxonomy values?

    No. The AI can only read your taxonomy and assets to check them. You must make any changes manually in Kontent.ai.

  • 02

    Will the AI delete any media files?

    No. The AI has no tools to delete or modify assets in your library.

  • 03

    Can it find assets by file type?

    Yes, it can list your assets and then filter them by type based on what it finds.

  • 04

    Does it see all my content projects?

    It sees whatever taxonomy and asset data is accessible through the provided tools.

  • 05

    Can the AI create new taxonomy groups?

    No. The tools only allow the AI to list and get existing taxonomy data.

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

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