• RISK
  • STATUS
  • DETAIL
  • HUMAN

How to audit application security risk with your AI

Connect Veracode to your AI client to pull real-time security data. You can then query your entire application portfolio through a single chat interface.

Ask AI about this page

Short answer

How can I audit my app security risk using AI?

Your AI uses Veracode tools to pull risk scores and compliance data for every app in your portfolio. You get a direct way to identify vulnerabilities and check status without manual dashboard hunting. Here is how the data flows.

Where every issue lands.

Security insights and outcomes

The AI processes your Veracode data to produce these specific results.

RISK

Portfolio risk overview

The AI aggregates risk scores from your apps. You get a high-level view of which applications pose the most threat.

STATUS

Compliance snapshots

Check if your apps meet specific security standards. The AI pulls current compliance status for any app you name.

DETAIL

Deep dive into apps

Get specific security details for a single application. The AI pulls granular data to help you understand specific vulnerabilities.

HUMAN

Manual remediation

The AI identifies the risks, but you must decide how to fix them. You handle the actual code changes and security patches.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your chat interface and your Veracode security data.

  1. Inventory your apps

    The AI starts by identifying every application currently managed in your Veracode account.

    list_applications

  2. Fetch security data

    Once you pick an app, the AI pulls its specific risk profile and security metrics.

    get_application_details

  3. Analyze risk trends

    The AI compares scores across your list to find outliers or high-risk targets.

    list_applicationsget_application_details

  4. Summarize compliance

    The AI translates raw security data into a plain English summary of your compliance standing.

    get_application_details

Try it

Copy these to start.

Use these prompts to begin your security audit.

Starting points

These are starting points. Swap out the app names or specific security terms to match your actual Veracode setup.

Veracode Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ouSVtPeDCUVttGmj9FxRQS1WO3untKs29VHwWYZI/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 — Veracode capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "veracode-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ouSVtPeDCUVttGmj9FxRQS1WO3untKs29VHwWYZI/mcp"
    }
  }
}
Copy into chat04

  • List all my applications in Veracode.

  • What is the risk score for the 'PaymentGateway' application?

  • Which applications in my portfolio have the highest risk scores?

  • Show me the compliance status for the 'UserAuth' service.

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

Start here

Connect Veracode once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

Connect Veracode to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix security vulnerabilities in my code?

    No. The AI can only read and report on the risk data from Veracode. You have to perform the actual code fixes yourself.

  • 02

    Can the AI delete applications from Veracode?

    No. The available tools only allow the AI to list and get details. It cannot delete or modify any data in Veracode.

  • 03

    Does the AI see all my application data?

    The AI only sees the data it needs to answer your specific questions via the provided tools.

  • 04

    How does the AI know which apps are high risk?

    It uses the risk scores provided by Veracode to compare applications and identify those with higher vulnerability levels.

  • 05

    Can I use this with any AI client?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Veracode? See everything the Veracode Connector can do

Connect Veracode to Claude, Cursor, ChatGPT & more