How do I find my AirOps API Key?

Log in to your AirOps account, navigate to **Workspace Settings**, and look for the **API Keys** section. You can generate and copy your secure bearer token there.

What is the difference between synchronous and asynchronous execution?

Synchronous execution (`execute_workflow_sync`) keeps the connection open until the AI finishes. Asynchronous (`execute_workflow_async`) returns an ID immediately, allowing you to check the status later, which is better for long-running tasks.

Can I search through my uploaded documents?

Yes! Use the `search_memory_store` tool. It performs a semantic search across your managed memory stores, returning the most relevant document chunks for your query.

AirOps MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: AirOps
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add AirOps as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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 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="airops_agent",
            tools=tools,
            system_message=(
                "You help users with AirOps. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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 AirOps MCP Server

Connect your AirOps account to your AI agent to unlock professional AI workflow orchestration and agent management. From executing complex multi-step workflows synchronously or asynchronously to interacting with specialized chat agents and managing managed memory stores, your agent handles your AI operations through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use AirOps 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

Workflow Orchestration — Execute and monitor AirOps apps and workflows, passing custom parameters and retrieving structured results
Agent Interaction — Chat directly with your specialized AirOps agents to perform niche tasks or leverage unique agent instructions
Memory Management — Search within managed memory stores (vector databases) and add documents to enrich your AI's domain knowledge
File Orchestration — Upload and manage files to be used as inputs for your AI workflows and data extraction tasks
Real-time Status — Monitor execution statuses and cancel long-running AI tasks directly from your chat interface

The AirOps 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 AirOps to AutoGen via MCP

Follow these steps to integrate the AirOps 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 AirOps automatically

Why Use AutoGen with the AirOps MCP Server

AutoGen provides unique advantages when paired with AirOps through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use AirOps tools to solve complex tasks

Role-based architecture lets you assign AirOps 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 AirOps tool calls

Code execution sandbox: AutoGen agents can write and run code that processes AirOps tool responses in an isolated environment

AirOps + AutoGen Use Cases

Practical scenarios where AutoGen combined with the AirOps MCP Server delivers measurable value.

Collaborative analysis: one agent queries AirOps while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from AirOps, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using AirOps data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process AirOps responses in a sandboxed execution environment

AirOps MCP Tools for AutoGen (10)

These 10 tools become available when you connect AirOps to AutoGen via MCP:

add_memory_document

Enrich AI knowledge

cancel_execution

Stop a running task

chat_with_agent

Interact with AI agent

execute_workflow_async

Run workflow asynchronously

execute_workflow_sync

Best for quick tasks. Run workflow synchronously

get_app_details

Get app metadata

get_execution_status

Check execution progress

list_apps

List AI applications

search_memory_store

Search vector database

upload_file

Upload file for AI

Example Prompts for AirOps in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with AirOps immediately.

"List all AI apps in my AirOps workspace."

"Execute the 'Data Extractor' app (UUID: abc-123) with input 'Extract names from this text: John Doe visited London'."

"Search my 'Knowledge Base' memory store for 'API integration guides'."

Troubleshooting AirOps MCP Server with AutoGen

Common issues when connecting AirOps to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

AirOps + AutoGen FAQ

Common questions about integrating AirOps MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call AirOps tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.