• FLAGGED
  • CLEAN
  • UNCERTAIN
  • REVIEW

How to detect synthetic media with your AI

Connect Hive AI to your agent to spot deepfakes and AI-written text. Once linked, you can pass files or snippets directly to your agent for analysis.

Ask AI about this page

Short answer

Can my AI tell if an image or text is AI-generated?

Yes. Your agent uses Hive AI to scan images and text for synthetic patterns. You'll get a clear indication of whether the content was made by a generative model. Here is the breakdown of how it works.

Detection outcomes.

Where the results land.

The AI processes your input and categorizes the findings based on the detection confidence.

FLAGGED

Synthetic content detected

The AI identifies clear markers of generative models. You get a specific warning that the media is likely not human-made.

CLEAN

Human-made content

The analysis shows no significant synthetic signatures. This confirms the content appears to be authentic.

UNCERTAIN

Low confidence results

The AI finds ambiguous patterns that don't clearly point to a model. These cases require your manual review.

REVIEW

Needs the human

When detection scores are borderline, the AI flags the item for your eyes. You make the final call on the content's origin.

The workflow

What your AI does when content arrives.

Your agent acts as the interface between your files and the detection engine.

  1. Analyze images

    Your agent examines visual files to look for mathematical artifacts left by generative models.

    detect_ai_generated_image

  2. Scan text

    The agent reads through strings or documents to find linguistic patterns typical of LLMs.

    detect_ai_generated_text

  3. Evaluate probability

    The AI calculates a score based on the findings from the detection tools.

    detect_ai_generated_imagedetect_ai_generated_text

  4. Report findings

    The agent presents the final verdict to you in your chat interface.

    detect_ai_generated_text

Try it

Copy these to start.

Use these prompts to trigger the detection tools immediately.

Starting points

These are opening lines. Swap out the bracketed text with your actual file paths or text snippets.

Hive AI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_67vdfEmExljNvTYJ0XEqiEcUEkFjgnhergEQzSF5/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 — Hive AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hive-ai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_67vdfEmExljNvTYJ0XEqiEcUEkFjgnhergEQzSF5/mcp"
    }
  }
}
Copy into chat04

  • Check this image for synthetic patterns: [path/to/image.jpg]

  • Is this text AI-generated? [paste text here]

  • Analyze the image in my Downloads folder: [path/to/photo.png]

  • Scan this email draft for AI signatures: [paste email content]

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

Start here

Connect Hive AI once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start using the tools in your preferred MCP-compatible client right away.

Connect Hive AI to your AI

FAQ

How this task behaves.

  • 01

    Can the AI edit the image to make it look more human?

    No. The tools only detect synthetic media; they cannot modify or edit files.

  • 02

    Can the AI delete files it identifies as fake?

    No. The AI only provides analysis. You must manually delete or move files yourself.

  • 03

    Is the detection 100% accurate?

    No. Detection is based on probabilistic patterns. You should always verify borderline results.

  • 04

    Does it work on video files?

    No. The current tools are limited to text and still images.

  • 05

    Can I use this with Claude or Cursor?

    Yes. Any MCP-compatible client will work once you connect the Connector.

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

Connect Hive AI to Claude, Cursor, ChatGPT & more