Rancher 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 Rancher 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="rancher_agent",
tools=tools,
system_message=(
"You help users with Rancher. "
"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 Rancher MCP Server
Connect your Rancher Kubernetes management platform to your AI agent, allowing seamless orchestration of your container infrastructure directly from a chat interface. By integrating this server, your AI can introspect and interact with multiple remote Kubernetes clusters managed governed by your Rancher deployment.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Rancher 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
- Cluster Oversight — List and examine the status of all managed clusters connected to your Rancher control plane.
- Namespace Discovery — Explore specific logical partitions (namespaces) within those clusters without digging into complex kubectl configuration.
- Workload Management — Access deployments, daemonsets, and statefulsets to observe operational health across environments.
- Pod Introspection — Query individual pod states, find crashing containers, and pull context faster than running manual CLI queries.
The Rancher 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 Rancher to AutoGen via MCP
Follow these steps to integrate the Rancher 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 Rancher automatically
Why Use AutoGen with the Rancher MCP Server
AutoGen provides unique advantages when paired with Rancher through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Rancher tools to solve complex tasks
Role-based architecture lets you assign Rancher 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 Rancher tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Rancher tool responses in an isolated environment
Rancher + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Rancher MCP Server delivers measurable value.
Collaborative analysis: one agent queries Rancher while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Rancher, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Rancher data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Rancher responses in a sandboxed execution environment
Rancher MCP Tools for AutoGen (10)
These 10 tools become available when you connect Rancher to AutoGen via MCP:
get_cluster
Retrieves details for a specific Kubernetes cluster
get_project
Retrieves details for a specific Rancher project
list_apps
Lists Helm applications installed in a project
list_catalogs
Lists available Helm chart repositories (Catalogs)
list_clusters
Lists all Kubernetes clusters managed by Rancher
list_namespaces
Lists Kubernetes namespaces associated with a project
list_nodes
Lists all nodes within a specific cluster
list_projects
Use this to find project IDs. Lists logical projects within a cluster
list_users
Lists all user accounts in the Rancher platform
list_workloads
Lists all Kubernetes workloads (Deployments, StatefulSets) in a project
Example Prompts for Rancher in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Rancher immediately.
"List all Kubernetes clusters managed by my Rancher instance."
"Query the namespaces available inside cluster 'c-8xk9z'."
"Check the status of the 'auth-service' pod located in the 'backend-production' namespace on cluster 'c-lq4x2'."
Troubleshooting Rancher MCP Server with AutoGen
Common issues when connecting Rancher to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Rancher + AutoGen FAQ
Common questions about integrating Rancher 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 Rancher with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
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 Rancher to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.