# Levo.ai MCP for AI Agents AI Agent Connect

> Levo.ai (API Security & Observability) lets you manage your entire API security posture and runtime observability through an AI agent. You can audit endpoints, spot shadow APIs, monitor for PII or PHI leaks, and track OWASP vulnerabilities in real-time. It turns your security dashboard into a conversation, making it easy to find and fix risks before they become problems.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_ocgOSKY6v8okp7FqhtNNryrgqK5w88K7ZxejLbQq/ai-agent-connect
- **Tags:** api-security, observability, vulnerability-scanning, pii-detection, openapi, threat-detection

## Description

Levo.ai (API Security & Observability) lets you take full control of your API security posture and runtime observability through natural conversation. Managing API security usually feels like hunting for needles in a haystack of logs. You're constantly switching between tabs to check for shadow APIs, verify that sensitive data isn't leaking, and stay on top of the latest OWASP threats. This Connector changes that by letting your AI agent do the heavy lifting. Instead of digging through complex dashboards, you can just ask your agent to find every endpoint exposing PII or to show you the latest vulnerabilities in a specific application. It pulls real-time data from Levo.ai so you can see exactly what's happening with your traffic patterns and schema drifts. You can even get live OpenAPI specs generated from actual traffic, which saves you from the headache of manually documenting every change. It's a huge step forward for anyone who needs to keep their infrastructure tight without spending all day in a monitoring tool. By connecting this to your workflow via the Vinkius catalog, you get a direct line to your security posture, making it much faster to respond to threats and keep your team compliant. You no longer have to worry about missing a rogue endpoint or a broken authentication check because your agent is always looking for them.

## Tools

### list_sensitive_data
Lists categorized API endpoints exposing sensitive or regulated data flows. This is your primary tool for identifying PII leaks.

### list_vulnerabilities
Lists active API security vulnerabilities discovered across all applications. Use this to stay on top of your OWASP risk score.

### list_applications
Shows all API applications currently tracked by Levo.ai. This helps you get a high-level view of your monitored surface.

### list_catalog_endpoints
Identifies all REST, GraphQL, gRPC, and SOAP endpoints. It specifically highlights shadow and zombie APIs.

### get_endpoint_details
Provides the deep schema structure for a specific discovered API endpoint. Use this to see exactly what data is being sent.

### list_environments
Lists the deployment boundaries monitored by Levo active sensors. This helps you see your security posture across production and staging.

### export_openapi_spec
Exports a live, auto-generated OpenAPI payload specification for an application. It reflects actual traffic rather than manual docs.

### get_observation
Shows details for a specific runtime anomalous observation. Use this to investigate why a specific request looked suspicious.

### get_vulnerability
Provides detailed diagnostic exploitation evidence for a specific API vulnerability. This gives you the proof needed for a quick fix.

### list_observations
Lists runtime API behavior observations detected by Levo sensors. This helps you spot schema drift or unusual traffic spikes.

## Prompt Examples

**Prompt:** 
```
Find all endpoints that are leaking PII.
```

**Response:** 
```
I've scanned your catalog and identified 3 endpoints currently exposing regulated data:

| Endpoint | Data Type | Risk Level |
| :--- | :--- | :--- |
| `/api/v1/user/profile` | PII (Email, Name) | **High** |
| `/api/v2/debug/logs` | PII (IP Addresses) | **Medium** |
| `/api/v1/finance/history` | Financial Data | **Critical** |

Would you like me to pull the exploitation evidence for the high-risk items?
```

**Prompt:** 
```
Show me the vulnerabilities for the login service.
```

**Response:** 
```
I've identified 2 active security issues for the **Login Service**:

*   **Broken User Authentication**: Found on the `/auth/login` endpoint.
*   **BOLA (Broken Object Level Authorization)**: Detected on `/api/v1/sessions/{id}`.

I can provide the diagnostic evidence for either of these if you'd like to see the exact request flow.
```

**Prompt:** 
```
Generate a live OpenAPI spec for the payments app.
```

**Response:** 
```
I'm generating the OpenAPI specification for the **Payments Application** based on live traffic observations.

**Status:** Success
**Endpoints Verified:** 14
**Included Schemas:** Request/Response bodies, Headers, and Error codes.

I've exported the JSON payload. Would you like me to provide the contents here or save it to a file?
```

## Capabilities

### Find shadow and zombie APIs
Identify undocumented or forgotten endpoints that could be exploited by attackers.

### Identify endpoints leaking PII or PHI
Pinpoint exactly where regulated data flows are exposed to the public internet.

### Track OWASP vulnerabilities like BOLA
Monitor for high-risk security flaws and broken authentication across your entire API surface.

### Generate OpenAPI specs from real traffic
Create accurate documentation based on actual observed requests rather than manual definitions.

### Detect anomalous traffic patterns
Spot schema drifts and unexpected behavior that might indicate a bot attack or a bug.

### Retrieve exploitation evidence for bugs
Get the specific diagnostic data needed to understand and fix a security vulnerability.

## Use Cases

### Finding and fixing PII leaks
A security engineer asks their agent to find all endpoints leaking PII. The agent uses list_sensitive_data and then uses get_vulnerability to see if those specific endpoints have active exploits.

### Automating accurate API documentation
A developer needs to update the public docs for a new service. They ask the agent to export an OpenAPI spec for the 'User Service' to get a live version of the current schema based on real traffic.

### Rapid auditing for compliance
A compliance officer needs a status report on risk. They ask the agent to list all active vulnerabilities across all applications to see the current security posture across all environments.

### Investigating traffic anomalies
A devops engineer notices a spike in errors. They ask the agent to list observations to see if there is a schema drift or a bot attack happening on the payments endpoint.

## Benefits

- Stop hunting for shadow APIs by using list_catalog_endpoints to see every endpoint your sensors find automatically.
- Prevent data breaches by using list_sensitive_data to pinpoint exactly where PII or PHI is leaking.
- Fix security flaws faster with get_vulnerability, which gives you the actual exploitation evidence needed for remediation.
- Eliminate manual documentation with export_openapi_spec to get accurate specs based on real traffic patterns.
- Catch schema drift early by using list_observations to see how your API behavior deviates from the norm.

## How It Works

The bottom line is you get a conversational interface for your entire API security and observability stack.

1. Subscribe to the Levo.ai MCP on Vinkius.
2. Enter your Levo.ai API Token and Organization ID.
3. Start monitoring your API security from your preferred AI client.

## Frequently Asked Questions

**Can Levo.ai MCP help me find shadow APIs?**
Yes, it identifies all REST, GraphQL, gRPC, and SOAP endpoints. This includes undocumented shadow and zombie APIs that your sensors have discovered dynamically.

**How does Levo.ai MCP protect my PII?**
It audits your API endpoints to find where regulated data like PII or PHI is flowing. It then categorizes these flows so you can see exactly where leaks are happening.

**Can I use Levo.ai MCP to fix OWASP bugs?**
While it doesn't write the code for you, it provides detailed diagnostic exploitation evidence for specific vulnerabilities, showing you exactly how an attacker might succeed.

**Does Levo.ai MCP generate OpenAPI specs?**
Yes, it can export a live, auto-generated OpenAPI payload for your applications based on actual observed traffic, ensuring your docs are always accurate.

**Is Levo.ai MCP good for compliance?**
It is excellent for compliance because it automates the auditing of regulated data flows and gives you a clear view of your security posture across all environments.

**Can Levo.ai identify undocumented APIs in my environment?**
Yes. Use the `list_catalog_endpoints` tool to see the full inventory auto-discovered by Levo sensors. Your agent can highlight 'Shadow' or 'Zombie' APIs that exist in your infrastructure but are missing from official documentation.

**How do I check which endpoints are exposing PII or sensitive data?**
The `list_sensitive_data` tool allows your agent to query endpoints categorized by regulated data flows. You'll see which paths are transmitting names, emails, SSNs, or financial data, helping you prioritize compliance audits.

**Can my agent generate a live OpenAPI specification for an existing service?**
Absolutely. Use the `export_openapi_spec` tool with a specific App ID. Your agent will retrieve a specification derived from actual observed traffic, providing a more accurate reflection of your live API than static files.