• FLAGGED
  • CLEAN
  • REVIEW
  • LOG

How to audit joke content safety with your AI

Connect JokeAPI to your AI client to scan joke datasets for specific sensitive themes. Once connected, your agent can automatically flag or filter content based on predefined safety categories.

Ask AI about this page

Short answer

How can I use AI to filter sensitive jokes?

Your AI pulls a list of available safety flags from JokeAPI to understand which themes are restricted. It then checks your joke content against these flags to catch anything that violates your safety rules. You'll see exactly how the content is categorized by theme.

Where every issue lands.

Safety audit outcomes

The AI categorizes every joke based on the flags it retrieves.

FLAGGED

Sensitive content detected

The AI identifies jokes that match specific blacklist flags. You get a clear list of items that violate your safety parameters.

CLEAN

Safe content confirmed

Jokes that don't trigger any blacklist flags are marked as safe. This helps you quickly isolate usable content.

REVIEW

Human intervention needed

The AI flags ambiguous jokes that sit near safety boundaries. You decide if these jokes are actually problematic or acceptable.

LOG

Audit trail generated

The AI compiles a report of all flagged themes. You can use this to adjust your filtering logic over time.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of scanning and categorization.

  1. Identify safety categories

    The AI first looks up the specific blacklist flags available in the API. This tells the agent exactly what themes to watch out for.

    list_joke_blacklist_flags

  2. Scan joke content

    Your agent compares your joke list against the retrieved flags. It looks for matches in categories like religion, politics, or nationality.

    list_joke_blacklist_flags

  3. Categorize findings

    The AI groups every flagged joke by its specific violation. This makes it easy to see which themes are most frequent in your dataset.

    list_joke_blacklist_flags

  4. Filter and report

    The agent produces a final list of jokes that pass or fail your safety check. You can then export this list or move to manual review.

    list_joke_blacklist_flags

Try it

Copy these to start.

Use these prompts to begin your safety audit.

Starting points

These are starting points. Swap out the specific file names or channel names for your actual data sources.

JokeAPI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_h1tEezRS9ArL2V9PfYSlEZ8sqYIKOw4xmd6oHGZd/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 — JokeAPI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jokeapi-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_h1tEezRS9ArL2V9PfYSlEZ8sqYIKOw4xmd6oHGZd/mcp"
    }
  }
}
Copy into chat04

  • List all the blacklist flags from JokeAPI so we can define our safety rules.

  • Check the jokes in my 'comedy_test_set' file against all available blacklist flags.

  • Scan the jokes in this Slack channel and flag anything that hits a sensitive category.

  • Review my spreadsheet of jokes and give me a summary of which ones trigger the most flags.

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

Start here

Connect JokeAPI once, then ask.

Just link the JokeAPI MCP to your client. Your login stays encrypted, and you can start auditing immediately.

Connect JokeAPI to your AI

FAQ

How this task behaves

  • 01

    Can the AI automatically delete jokes from my database?

    No. The AI only identifies and flags content based on the flags it retrieves. You must perform any deletions manually.

  • 02

    Does the AI know about new joke themes not in the API?

    No. The AI's ability to filter is strictly limited to the blacklist flags provided by the JokeAPI tool.

  • 03

    Can I add my own custom safety flags?

    No. The AI can only use the specific flags returned by the list_joke_blacklist_flags tool.

  • 04

    Will the AI change the text of a joke to make it safer?

    No. The AI only audits and categorizes existing content. It does not rewrite or edit the jokes themselves.

  • 05

    How does the AI know which jokes are sensitive?

    It uses the blacklist flags from JokeAPI to match against the content you provide for review.

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

Connect JokeAPI to Claude, Cursor, ChatGPT & more