• THREATS
  • EVIDENCE
  • TRIAGE
  • HUMAN

How to investigate API vulnerabilities with your AI

Connect Levo.ai to your agent to turn raw security data into clear exploitation evidence.

Ask AI about this page

Short answer

How do I investigate API vulnerabilities with my AI?

Your agent pulls active OWASP threats and specific observation data from Levo.ai to show how attackers target your endpoints. You get a direct view of exploitation evidence. This breakdown shows you how to map threats to specific API behaviors.

Security outcomes.

Where your findings land.

The AI translates Levo.ai data into actionable intelligence.

THREATS

Identify active OWASP risks

The AI pulls a list of current vulnerabilities from your environment. You see exactly which OWASP categories are currently being hit.

EVIDENCE

See exploitation details

Your agent fetches specific observations that prove how a vulnerability is being used. This gives you the technical context needed for a fix.

TRIAGE

Prioritize critical flaws

By analyzing the relationship between threats and observations, your AI helps you decide which holes to plug first.

HUMAN

Validate and remediate

The AI provides the data, but you decide how to patch the code. You use the evidence to write the actual security fix.

The workflow

What your AI does when the data arrives.

Your agent acts as a security analyst by pulling and connecting Levo.ai data points.

  1. Scan for threats

    The AI identifies all currently active vulnerabilities within your API surface.

    list_vulnerabilities

  2. Deep dive into flaws

    Once a specific threat is identified, the AI pulls the full technical profile for that vulnerability.

    get_vulnerability

  3. Gather proof

    The AI retrieves the specific observations that show how the vulnerability is being exploited in real time.

    list_observations

  4. Synthesize findings

    The AI combines the threat list and the exploitation evidence to explain the attack pattern to you.

    list_vulnerabilitieslist_observations

Try it

Copy these to start.

Use these prompts to begin your investigation.

Starting points

These are opening lines. Swap out the specific vulnerability names or API names with your own data.

Levo.ai Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ocgOSKY6v8okp7FqhtNNryrgqK5w88K7ZxejLbQq/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 — Levo.ai capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "levoai-api-security-observability-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ocgOSKY6v8okp7FqhtNNryrgqK5w88K7ZxejLbQq/mcp"
    }
  }
}
Copy into chat04

  • List all active OWASP vulnerabilities found in Levo.ai.

  • Get the details for the Broken Object Level Authorization vulnerability.

  • Show me the observations related to the SQL injection threat.

  • Summarize the exploitation evidence for my payment API endpoints.

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

Start here

Connect Levo.ai once, then ask.

One connection gives your AI access to your security data. Your credentials stay encrypted and the setup is handled on our end.

Connect Levo.ai to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the vulnerabilities for me?

    No. The AI only retrieves the vulnerability data and exploitation evidence. You must perform the actual code changes and deployments.

  • 02

    Can the AI delete vulnerabilities from Levo.ai?

    No. The tools only allow the AI to read and list data. It cannot modify or delete any records in your Levo.ai account.

  • 03

    How does the AI know which vulnerabilities are active?

    It uses the list_vulnerabilities tool to pull the current state of threats from your Levo.ai environment.

  • 04

    Can I see the specific traffic patterns used in an attack?

    Yes. By using the list_observations tool, the AI can pull the specific evidence showing how a vulnerability is being targeted.

  • 05

    Does the AI need my Levo.ai password?

    No. You connect via the Vinkius platform, which manages the connection securely without exposing your raw credentials to the AI.

  • More questions about Levo.ai? See everything the Levo.ai Connector can do

Connect Levo.ai to Claude, Cursor, ChatGPT & more