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.

Levo.ai (API Security & Observability) MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Levo.ai (API Security & Observability)
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Levo.ai (API Security & Observability) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="levoai_api_security_observability_agent",
    instruction=(
        "You help users interact with Levo.ai (API Security & Observability) "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Levo.ai (API Security & Observability) MCP Server

Connect your Levo.ai account to any AI agent and take full control of your API security posture and runtime observability through natural conversation.

Google ADK natively supports Levo.ai (API Security & Observability) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Endpoint Orchestration — List all auto-discovered API endpoints (REST, GraphQL, gRPC) and identify undocumented shadow or zombie APIs directly from your agent
Sensitive Data Audit — Query categorizations for endpoints exposing regulated data flows including PII (names, emails), PHI (medical), and financial boundaries
Vulnerability Management — Monitor active API security vulnerabilities validating against OWASP boundaries, including BOLA instances and broken authentication
OpenAPI Generation — Export live, precisely accurate OpenAPI specifications derived immediately from actual observed traffic rather than static manual definitions
Behavioral Monitoring — Analyze runtime API traffic patterns and anomalous observations detected by live sensors indicating unexpected schema drift
Diagnostic Investigation — Retrieve detailed diagnostic exploitation evidence for specific vulnerabilities to understand root causes and remediation steps

The Levo.ai (API Security & Observability) MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK 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 Levo.ai (API Security & Observability) to Google ADK via MCP

Follow these steps to integrate the Levo.ai (API Security & Observability) MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Levo.ai (API Security & Observability) via MCP

Why Use Google ADK with the Levo.ai (API Security & Observability) MCP Server

Google ADK provides unique advantages when paired with Levo.ai (API Security & Observability) through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Levo.ai (API Security & Observability)

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Levo.ai (API Security & Observability) tools with BigQuery, Vertex AI, and Cloud Functions

Levo.ai (API Security & Observability) + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Levo.ai (API Security & Observability) MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Levo.ai (API Security & Observability) and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Levo.ai (API Security & Observability) tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Levo.ai (API Security & Observability) regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Levo.ai (API Security & Observability)

Levo.ai (API Security & Observability) MCP Tools for Google ADK (10)

These 10 tools become available when you connect Levo.ai (API Security & Observability) to Google ADK via MCP:

export_openapi_spec

Export a live auto-generated OpenAPI payload specification for an application

get_endpoint_details

Get deep detailed schema structure for a specific discovered API endpoint

get_observation

Get details of a specific runtime anomalous observation

get_vulnerability

Get detailed diagnostic exploitation evidence for a specific API vulnerability

list_applications

List all API applications (services) tracked by Levo.ai

list_catalog_endpoints

Identifies REST, GraphQL, gRPC, and SOAP endpoints — including undocumented shadow and zombie APIs mapped dynamically. List all discovered API endpoints in the Levo.ai catalog

list_environments

List deployment boundaries environments monitored by Levo active sensors

list_observations

List runtime API behavior observations detected by Levo sensors

list_sensitive_data

List categorized API endpoints exposing sensitive or regulated data flows

list_vulnerabilities

List active API security vulnerabilities discovered across all applications

Example Prompts for Levo.ai (API Security & Observability) in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Levo.ai (API Security & Observability) immediately.

"List all discovered API endpoints in our Levo catalog"

"Show me the active OWASP vulnerabilities for the 'Checkout' application"

"Generate a live OpenAPI spec for the 'User Management' service"

Troubleshooting Levo.ai (API Security & Observability) MCP Server with Google ADK

Common issues when connecting Levo.ai (API Security & Observability) to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Levo.ai (API Security & Observability) + Google ADK FAQ

Common questions about integrating Levo.ai (API Security & Observability) MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.