Mariana Tek MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Mariana Tek through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Mariana Tek Assistant",
instructions=(
"You help users interact with Mariana Tek. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Mariana Tek"
)
print(result.final_output)
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.
The OpenAI Agents SDK auto-discovers all 10 tools from Mariana Tek through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Mariana Tek, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the Mariana Tek MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Mariana Tek
Why Use OpenAI Agents SDK with the Mariana Tek MCP Server
OpenAI Agents SDK provides unique advantages when paired with Mariana Tek through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Mariana Tek + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Mariana Tek MCP Server delivers measurable value.
Automated workflows: build agents that query Mariana Tek, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Mariana Tek, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Mariana Tek tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Mariana Tek to resolve tickets, look up records, and update statuses without human intervention
Mariana Tek MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Mariana Tek to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting Mariana Tek to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Mariana Tek + OpenAI Agents SDK FAQ
Common questions about integrating Mariana Tek MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Mariana Tek 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 Mariana Tek to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.