Mariana Tek 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 Mariana Tek 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="mariana_tek_agent",
tools=tools,
system_message=(
"You help users with Mariana Tek. "
"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 Mariana Tek MCP Server
Connect your Mariana Tek studio to any AI agent and manage your premium boutique fitness business through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mariana Tek 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
- Classes — View scheduled sessions, class types, capacity, and waitlists
- Instructors — List star instructors with bios, specialties, and schedules
- Members — Search customers, view credits, attendance streaks, and engagement
- Reservations — Track bookings, spot assignments, and check-in status
- Memberships — Browse unlimited plans, class packs, and corporate packages
- Pricing — View all pricing tiers and promotional offers
- Locations — Manage multiple studio locations and room configurations
The Mariana Tek 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 Mariana Tek to AutoGen via MCP
Follow these steps to integrate the Mariana Tek 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 Mariana Tek automatically
Why Use AutoGen with the Mariana Tek MCP Server
AutoGen provides unique advantages when paired with Mariana Tek through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mariana Tek tools to solve complex tasks
Role-based architecture lets you assign Mariana Tek 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 Mariana Tek tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Mariana Tek tool responses in an isolated environment
Mariana Tek + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Mariana Tek MCP Server delivers measurable value.
Collaborative analysis: one agent queries Mariana Tek while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Mariana Tek, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Mariana Tek data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Mariana Tek responses in a sandboxed execution environment
Mariana Tek MCP Tools for AutoGen (10)
These 10 tools become available when you connect Mariana Tek to AutoGen via MCP:
get_class_detail
Get full class session details
get_customer
Get member profile
list_class_types
Includes description, duration, and intensity. List class types
list_classes
Used by SoulCycle, Barry's, Rumble, and premium boutique studios worldwide. List studio class sessions
list_instructors
Boutique fitness revolves around star instructors. List instructors
list_locations
List studio locations
list_memberships
Shows pricing and terms. List membership plans
list_pricing
Includes promotional and corporate rates. List pricing options
list_reservations
List class reservations
search_customers
Returns profile, credits, visit count, and membership status. Search members
Example Prompts for Mariana Tek in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Mariana Tek immediately.
"How full are tomorrow's classes?"
"Which instructors had the highest attendance last month?"
"Show me the revenue generated by class packs this week."
Troubleshooting Mariana Tek MCP Server with AutoGen
Common issues when connecting Mariana Tek to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Mariana Tek + AutoGen FAQ
Common questions about integrating Mariana Tek 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 Mariana Tek with your favorite client
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Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Mariana Tek to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.