• DATA
  • ANALYSIS
  • TRIAGE
  • HUMAN

How to get vulnerability reports with your AI

Connect Beagle Security to your AI client to turn raw scan data into actionable security insights.

Ask AI about this page

Short answer

How can I pull vulnerability reports using my AI?

Your AI uses the Beagle Security MCP to fetch specific test results and session history as JSON data. You can then ask your agent to analyze these findings for patterns or specific risks. This gives you a direct line from scan data to deep analysis.

Where your data lands.

Security data outcomes.

The AI pulls raw data from Beagle Security and organizes it for your review.

DATA

Raw JSON extraction

The AI pulls specific test results and session logs. You get the exact technical details needed for debugging.

ANALYSIS

Pattern recognition

Your agent compares current results against historical sessions. It identifies if a vulnerability is new or recurring.

TRIAGE

Risk prioritization

The AI categorizes findings based on the data it reads. You get a clear view of what to fix first.

HUMAN

Final decision making

The AI provides the data and the logic, but you decide which vulnerabilities to patch. It won't change your security settings.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your security scans and your reasoning engine.

  1. Fetch scan data

    The AI reaches into Beagle Security to grab the specific details of a completed test.

    get_test_result

  2. Retrieve history

    It pulls previous testing sessions to provide context for the current security posture.

    get_test_sessions

  3. Parse JSON

    The agent converts the raw technical output into a format it can actually reason with.

    get_test_result

  4. Summarize risks

    It looks at the gathered data to highlight critical vulnerabilities for you.

    get_test_resultget_test_sessions

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Replace the bracketed text with your actual project or test names.

Beagle Security Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_U74zi3dTl0NmcQavuzksqiZA4T8DTVjFoQbausJC/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 — Beagle Security capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "beagle-security-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_U74zi3dTl0NmcQavuzksqiZA4T8DTVjFoQbausJC/mcp"
    }
  }
}
Copy into chat04

  • Get the results for the [Project Name] test and summarize the top three vulnerabilities.

  • Compare the results from the latest [Test ID] with previous sessions to see if any issues recurred.

  • Pull the JSON data for the [Project Name] test session and explain the impact of the critical findings.

  • List all recent test sessions for [Project Name] so we can review the security trend.

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

Start here

Connect Beagle Security once, then ask.

One connection gives your AI access to your security data. Your credentials stay encrypted and secure.

Connect Beagle Security to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the vulnerabilities for me?

    No. The AI can only read the test results and session data. You must manually apply fixes in your code or Beagle Security dashboard.

  • 02

    Can the AI delete my test history?

    No. The tools only allow the AI to get test results and sessions. It has no capability to delete or modify any data in Beagle Security.

  • 03

    Does the AI see all my security data?

    The AI only sees the data from the specific tests or sessions you ask it to retrieve.

  • 04

    Can I use this with Claude?

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

  • 05

    What format is the data in?

    The AI retrieves the data as JSON, which allows it to perform detailed analysis of the findings.

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

Connect Beagle Security to Claude, Cursor, ChatGPT & more