Levo.ai (API Security & Observability) MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Levo.ai (API Security & Observability) as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="levoai_api_security_observability_agent",
tools=tools,
system_message=(
"You help users with Levo.ai (API Security & Observability). "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Levo.ai (API Security & Observability) tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Levo.ai (API Security & Observability) MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from Levo.ai (API Security & Observability) automatically
Why Use AutoGen with the Levo.ai (API Security & Observability) MCP Server
AutoGen provides unique advantages when paired with Levo.ai (API Security & Observability) through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Levo.ai (API Security & Observability) tools to solve complex tasks
Role-based architecture lets you assign Levo.ai (API Security & Observability) tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Levo.ai (API Security & Observability) tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Levo.ai (API Security & Observability) tool responses in an isolated environment
Levo.ai (API Security & Observability) + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Levo.ai (API Security & Observability) MCP Server delivers measurable value.
Collaborative analysis: one agent queries Levo.ai (API Security & Observability) while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Levo.ai (API Security & Observability), a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Levo.ai (API Security & Observability) data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Levo.ai (API Security & Observability) responses in a sandboxed execution environment
Levo.ai (API Security & Observability) MCP Tools for AutoGen (10)
These 10 tools become available when you connect Levo.ai (API Security & Observability) to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Levo.ai (API Security & Observability) to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Levo.ai (API Security & Observability) + AutoGen FAQ
Common questions about integrating Levo.ai (API Security & Observability) MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Levo.ai (API Security & Observability) to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.