• CLEAN DATA
  • AUDIT READY
  • HUMAN REVIEW
  • ACCURACY

How to suppress false positives with your AI

Connect Elastic Security to your AI client to turn noisy alerts into actionable intelligence. Once connected, your agent handles the tedious work of managing whitelists and exceptions.

Ask AI about this page

Short answer

How do I stop my AI from alerting on known safe activity?

Your AI uses the Elastic Security tools to pull your current exception lists and add new ones for specific hostnames or patterns. This keeps your security alerts focused on real threats rather than repetitive, benign noise.

Where every issue lands.

The outcomes of noise reduction.

Managing exceptions moves your work from constant triage to high-fidelity monitoring.

CLEAN DATA

Reduced alert noise

The AI identifies repetitive patterns and applies exceptions so you stop seeing the same false positives. Your dashboard stays relevant.

AUDIT READY

Visible exception lists

Your agent pulls existing whitelists so you can review what is currently suppressed. You always know why an alert didn't fire.

HUMAN REVIEW

Decision support

The AI suggests which hostnames should be whitelisted based on alert frequency. You make the final call before the change is applied.

ACCURACY

Higher signal strength

By suppressing known safe behavior, the remaining alerts carry more weight. You spend time on actual incidents instead of chasing ghosts.

The workflow

What your AI does when noise arrives.

The AI acts as a bridge between your security logs and your exception management.

  1. Audit current rules

    Your agent checks what is already being ignored to prevent duplicate entries or conflicting rules.

    list_exceptions

  2. Identify noise

    The AI analyzes the incoming alert stream to find hostnames or patterns that trigger repeatedly without cause.

    list_exceptions

  3. Apply suppression

    Once you confirm a pattern is safe, the AI updates your security configuration to ignore that specific activity.

    add_exception

  4. Verify the fix

    The agent checks the updated list to ensure the new exception is active and correctly formatted.

    list_exceptions

Try it

Copy these to start.

Use these prompts to begin managing your Elastic Security environment.

Starting points

Swap the bracketed text with your specific hostname or alert ID.

Elastic Security Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yoRwv3p0kyRWtXaW6iNtkYfU9l5Iu9BBOzCcOvtN/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 — Elastic Security capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "elastic-security-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yoRwv3p0kyRWtXaW6iNtkYfU9l5Iu9BBOzCcOvtN/mcp"
    }
  }
}
Copy into chat04

  • Show me all the current exceptions in Elastic Security.

  • Add an exception for the hostname [workstation-01] to stop these alerts.

  • List all hostnames currently on the whitelist.

  • I want to suppress alerts from [internal-scanner.local]; how do I do that?

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

Start here

Connect Elastic Security once, then ask.

Just provide your credentials once. Vinkius keeps your connection secure and encrypted, letting you jump straight into your chat interface.

Connect Elastic Security to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete existing exceptions?

    No. The current tools only allow the AI to list and add exceptions.

  • 02

    Does the AI automatically suppress alerts without asking me?

    No. The AI performs the actions you request in chat, so you maintain full control over what gets whitelisted.

  • 03

    Can I use this to create new detection rules?

    No. This specific task is limited to managing exception lists and hostnames.

  • 04

    How does the AI know which hostnames are safe?

    The AI doesn't know inherently. It relies on your instructions or your analysis of the alert data to decide which hostnames to add to the exception list.

  • 05

    Will this change my global security policies?

    No. It only interacts with the exception and whitelist functions provided by the Elastic Security tools.

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

Connect Elastic Security to Claude, Cursor, ChatGPT & more