• SURFACE
  • VULNS
  • REPORTS
  • HUMAN

How to automate API penetration testing with your AI

Connect Equixly to your AI client to turn static API documentation into an active, autonomous testing environment.

Ask AI about this page

Short answer

How can I use AI to automate API penetration testing?

You give your AI an API specification, and it uses Equixly to map the attack surface and launch autonomous scans. This process uncovers logic flaws and vulnerabilities that standard scanners often miss. You get a clear view of your API's security posture through automated testing cycles.

The results.

Where your security findings land.

The AI handles the heavy lifting of scanning, then organizes the results for you.

SURFACE

Mapped attack surface

The AI uses the spec to identify all endpoints and data flows. You get a complete map of what needs protecting.

VULNS

Identified logic flaws

Autonomous scans target broken object level authorization and other deep logic issues. The AI finds the holes in your business logic.

REPORTS

Structured scan data

Every scan produces a clean set of findings. Your AI can summarize these into actionable security reports.

HUMAN

Manual triage required

The AI flags suspicious behavior, but you decide which findings are true positives. You maintain final control over the remediation process.

The workflow

What your AI does when the spec arrives.

The AI moves from reading your documentation to executing live security tests.

  1. Setup the environment

    Your AI starts by establishing a dedicated testing instance for your target API.

    create_service

  2. Ingest documentation

    The AI reads your OpenAPI or Swagger files to understand the structure and expected inputs.

    upload_api_spec

  3. Execute scans

    The AI triggers autonomous probes to test for vulnerabilities and logic errors.

    trigger_scan

  4. Analyze results

    The AI reviews the scan output to identify successful exploits or broken access controls.

    trigger_scan

Try it

Copy these to start.

Use these prompts to kick off your first security test.

Starting points

These are starting points. Swap out the placeholder names for your actual service names or file paths.

Equixly Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_nyZHBp8MEawkoza3tzHMDtA3eBgX7w9c0cUuHFQx/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 — Equixly capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "equixly-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_nyZHBp8MEawkoza3tzHMDtA3eBgX7w9c0cUuHFQx/mcp"
    }
  }
}
Copy into chat04

  • Create a new testing service named 'Production-API-Test' using Equixly.

  • Upload this API spec to Equixly so we can begin mapping the surface.

  • Trigger a security scan on the service I just created to look for logic flaws.

  • Analyze the results from the last scan and tell me which endpoints are most vulnerable.

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

Start here

Connect Equixly once, then ask.

One connection gives your AI access to these security tools. Your credentials stay encrypted and secure on our side.

Connect Equixly to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my production API settings?

    No. The AI only interacts with the testing environment created through the connector tools.

  • 02

    Does the AI automatically fix the vulnerabilities it finds?

    No. The AI identifies and reports flaws, but you must manually implement any code fixes.

  • 03

    What file formats can I use for the API spec?

    The AI handles standard OpenAPI and Swagger specifications via the upload tool.

  • 04

    Can I run multiple scans at once?

    Yes, you can trigger separate scans for different services as needed.

  • 05

    Does the AI store my API keys?

    No. Your AI client manages the session, and Vinkius keeps your credentials encrypted.

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

Connect Equixly to Claude, Cursor, ChatGPT & more