Can my agent trigger an autonomous penetration test on a specific API?

Yes. Use the 'trigger_scan' tool with the target Service ID. The Equixly AI Hacker will begin an autonomous session, learning and attacking the API for various flaws including BOLA and business logic errors.

How do I see the security vulnerabilities found in the last scan via chat?

Use the 'get_scan_findings' tool. Provide the Service and Scan IDs. The agent will retrieve a detailed list of confirmed security flaws, including severity levels and actionable remediation guidance.

Can I upload an OpenAPI specification to improve scan coverage through the agent?

Absolutely. Use the 'upload_api_spec' tool. Provide the spec content and format (e.g., 'openapi'). This allows the AI Hacker to understand the full attack surface and maximize vulnerability discovery.

Equixly MCP Server for Pydantic AI 10 tools — connect in under 2 minutes

Name: Equixly
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 10 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Equixly through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Equixly "
            "(10 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Equixly?"
    )
    print(result.data)

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Equixly MCP Server

Connect your Equixly account to any AI agent and take full control of your autonomous API security testing and vulnerability management through natural conversation.

Pydantic AI validates every Equixly tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Autonomous Pentest Orchestration — Launch new attack sessions where the Equixly AI Hacker autonomously explores and attacks your API for BOLA, IDOR, and injection flaws
Service Management — Register and manage target API services by defining base URLs and granular path-scoping rules for continuous monitoring
API Surface Discovery — Upload and manage API specifications (OpenAPI, GraphQL, Postman) to broaden the attack surface known to the AI Hacker
Vulnerability Auditing — Retrieve detailed lists of confirmed exploitable security flaws with severity ratings, OWASP mapping, and remediation guidance
Scan Status Monitoring — Track execution progress and overall outcomes of active penetration tests, including total requests and endpoints explored
Remediation Oversight — Access evidence of exploitation for specific findings to validate security fixes and maintain production safety
Target Configuration — Fetch granular metadata for API targets, including authentication hooks and production safety toggles natively

The Equixly MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Equixly to Pydantic AI via MCP

Follow these steps to integrate the Equixly MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 10 tools from Equixly with type-safe schemas

Why Use Pydantic AI with the Equixly MCP Server

Pydantic AI provides unique advantages when paired with Equixly through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Equixly integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Equixly connection logic from agent behavior for testable, maintainable code

Equixly + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Equixly MCP Server delivers measurable value.

Type-safe data pipelines: query Equixly with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Equixly tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Equixly and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Equixly responses and write comprehensive agent tests

Equixly MCP Tools for Pydantic AI (10)

These 10 tools become available when you connect Equixly to Pydantic AI via MCP:

create_service

Provide the human-readable name and the live base URL. After creation, upload an API spec to maximize attack surface coverage. Register a new API target service for autonomous pentesting

delete_service

Use when decommissioning an API or cleaning up test environments. This action is irreversible. Remove an API service and all its scan history from Equixly

get_scan

Includes total requests made, endpoints explored, attack vectors attempted, severity breakdown of findings (critical/high/medium/low), and OWASP Top 10 mapping. Get detailed status and summary of a specific pentest scan

get_scan_findings

Each finding includes a severity rating, OWASP category, affected endpoint path, HTTP method, request/response evidence of exploitation, and actionable remediation guidance. Download all exploitable vulnerabilities found in a pentest scan

get_service

Required before modifying scan behavior. Get detailed configuration of a specific API service

list_api_specs

The AI Hacker uses these specs to understand the full attack surface, so keeping them updated maximizes vulnerability discovery coverage. List uploaded API specifications for a service

list_scans

Each scan entry includes its status (running, completed, failed), timestamps, and the total count of vulnerabilities detected in that session. List all pentest scan sessions for an API service

list_services

A Service represents a single API base URL that the autonomous AI pentester continuously attacks. Each service contains its unique ID, name, base URL, and the number of discovered endpoints. List all registered API services in Equixly

trigger_scan

It tests for BOLA, broken authentication, mass assignment, IDOR, injection, and business logic flaws. Ideal for CI/CD pipeline integration upon each deployment. Launch a new autonomous AI penetration test against a service

upload_api_spec

Supported formats: openapi (JSON/YAML), postman, graphql, wsdl, har. Pass the raw spec content as a string along with the format identifier. Upload an API specification (OpenAPI, Postman, etc.) to a service

Example Prompts for Equixly in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Equixly immediately.

"Trigger a security scan for API service 'Billing-v1'"

"Show me the critical findings from the latest scan of service 'Payments'"

"List all registered API target services"

Troubleshooting Equixly MCP Server with Pydantic AI

Common issues when connecting Equixly to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Equixly + Pydantic AI FAQ

Common questions about integrating Equixly MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Equixly MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.