• CLEAN
  • FLAGGED
  • REVIEW
  • LOGGED

How to moderate text and image content with your AI

Connect JigsawStack to your AI client to automate content screening. Once connected, your agent handles the heavy lifting of identifying problematic material.

Ask AI about this page

Short answer

How can I use AI to moderate text and images?

You can use your AI to scan incoming messages and uploaded files for profanity or NSFW content. The agent uses JigsawStack to flag violations and categorize the results. You get a clear breakdown of what needs attention.

Content outcomes

Where every flag lands.

The AI sorts every piece of data based on what it finds.

CLEAN

Safe content

The AI finds no profanity or NSFW material. These items pass through without any further action.

FLAGGED

Violations detected

The agent identifies profanity or inappropriate images. You receive a report detailing the specific issue found.

REVIEW

Needs a human

The AI flags borderline cases that require a person to make the final call. This keeps your moderation accurate.

LOGGED

Audit trail

Every scan result is ready for your records. You can review the history of what was checked and what was caught.

The workflow

What your AI does when content arrives.

The AI acts as a first line of defense for your digital spaces.

  1. Text screening

    Your agent looks at text strings to find offensive language or profanity.

    check_profanity_text

  2. Image screening

    The AI inspects uploaded images for NSFW content.

    check_nsfw_image

  3. Classification

    The agent categorizes the severity of the detected content.

    check_profanity_textcheck_nsfw_image

  4. Reporting

    The AI summarizes the findings so you can act on them immediately.

    check_profanity_text

Try it

Copy these to start.

Use these prompts to trigger the moderation tools.

Starting points

These are basic ways to start. Swap out the channel names or file paths for your actual data.

JigsawStack Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/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 — JigsawStack capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jigsawstack-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KPxx7QRVy9rKRYnDNTRkP3T5sok2axbozjs2aHFw/mcp"
    }
  }
}
Copy into chat04

  • Check this Slack channel for any profanity in the last ten messages.

  • Scan the images in this Google Drive folder for NSFW content.

  • Look through the latest comments in this GitHub repo and flag any profanity.

  • Review the images I just uploaded to this folder and tell me if any are NSFW.

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

Start here

Connect JigsawStack once, then ask.

You only need to link the MCP once. Your credentials stay encrypted, and you can start moderating immediately.

Connect JigsawStack to your AI

FAQ

How this task behaves.

  • 01

    Can the AI automatically delete bad content?

    No. The AI identifies and flags content, but you must perform the actual deletion yourself.

  • 02

    Does the AI moderate content in real time?

    Yes, once you give the command to scan a specific source, the AI processes the data immediately.

  • 03

    Can it moderate video files?

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

  • 04

    Will the AI change the original message?

    No. The AI only reads and analyzes the content; it does not edit or rewrite the original text or images.

  • 05

    How does it handle slang or coded language?

    The AI uses JigsawStack to detect profanity, which includes common variations, but it may miss highly specific or evolving slang.

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

Connect JigsawStack to Claude, Cursor, ChatGPT & more