Flystack MCP Server for AutoGen 5 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Flystack 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="flystack_agent",
tools=tools,
system_message=(
"You help users with Flystack. "
"5 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 Flystack MCP Server
Empower your AI agent to orchestrate your entire cloud infrastructure and deployment auditing workflow with Flystack, the comprehensive source for programmable infrastructure data. By connecting Flystack to your agent, you transform complex DevOps tasks into a natural conversation. Your agent can instantly retrieve active deployments, audit cluster health, and monitor performance metrics without you ever touching a cloud console. Whether you are conducting system audits or managing application scaling, your agent acts as a real-time infrastructure consultant, ensuring your data is always comprehensive and up-to-the-minute.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Flystack tools. Connect 5 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
- Deployment Auditing — Retrieve high-resolution details for all active deployments, including status, region, and creation metadata.
- Cluster Oversight — Audit the health and configuration of your infrastructure clusters to maintain strict organizational control.
- Performance Intelligence — Query real-time metrics including CPU and memory usage to understand the operational scale of your applications instantly.
- Resource Discovery — Retrieve detailed metadata for specific deployment IDs to assist in deep-dive infrastructure classification.
- Operational Monitoring — Check API status to ensure your infrastructure research workflow is always operational.
The Flystack MCP Server exposes 5 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 Flystack to AutoGen via MCP
Follow these steps to integrate the Flystack 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 5 tools from Flystack automatically
Why Use AutoGen with the Flystack MCP Server
AutoGen provides unique advantages when paired with Flystack through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flystack tools to solve complex tasks
Role-based architecture lets you assign Flystack 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 Flystack tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Flystack tool responses in an isolated environment
Flystack + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Flystack MCP Server delivers measurable value.
Collaborative analysis: one agent queries Flystack while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Flystack, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Flystack data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Flystack responses in a sandboxed execution environment
Flystack MCP Tools for AutoGen (5)
These 5 tools become available when you connect Flystack to AutoGen via MCP:
check_api_status
Check if the Flystack service is operational
get_cluster_metrics
Get real-time performance metrics for a specific cluster
get_deployment_details
Get full details for a specific deployment by ID
list_flystack_clusters
List all infrastructure clusters in your Flystack account
list_flystack_deployments
List all active deployments in your Flystack account
Example Prompts for Flystack in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Flystack immediately.
"List all active deployments using Flystack."
"What are the metrics for cluster ID 'cluster-123'?"
"Show details for deployment 'api-gateway'."
Troubleshooting Flystack MCP Server with AutoGen
Common issues when connecting Flystack to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Flystack + AutoGen FAQ
Common questions about integrating Flystack 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?
Connect Flystack with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Flystack to AutoGen
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.