Virtuagym MCP Server for OpenAI Agents SDK 9 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Virtuagym through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
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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="Virtuagym Assistant",
instructions=(
"You help users interact with Virtuagym. "
"You have access to 9 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Virtuagym"
)
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 Virtuagym MCP Server
Connect your Virtuagym club to any AI agent.
The OpenAI Agents SDK auto-discovers all 9 tools from Virtuagym through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Virtuagym, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- Members — Search, profiles, body metrics, fitness progress
- Events — Group classes with trainer and capacity
- Activities — Class types: yoga, spinning, CrossFit, swimming
- Trainers — Personal trainers with specialties
- Memberships — Plans with pricing and contracts
- Nutrition Plans — Meal plans and dietary tracking (unique to Virtuagym)
- Workout Plans — Training programs with exercises and progression
The Virtuagym MCP Server exposes 9 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 Virtuagym to OpenAI Agents SDK via MCP
Follow these steps to integrate the Virtuagym 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 9 tools from Virtuagym
Why Use OpenAI Agents SDK with the Virtuagym MCP Server
OpenAI Agents SDK provides unique advantages when paired with Virtuagym 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
Virtuagym + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Virtuagym MCP Server delivers measurable value.
Automated workflows: build agents that query Virtuagym, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Virtuagym, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Virtuagym tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Virtuagym to resolve tickets, look up records, and update statuses without human intervention
Virtuagym MCP Tools for OpenAI Agents SDK (9)
These 9 tools become available when you connect Virtuagym to OpenAI Agents SDK via MCP:
get_club_info
Get club info
get_member
Get member profile
list_activities
With description and duration. List activity types
list_events
List classes/events
list_memberships
List membership plans
list_nutrition_plans
Unique to Virtuagym. List nutrition plans
list_trainers
List trainers
list_workout_plans
List workout plans
search_members
Returns profile, membership, check-in history, and fitness progress. Search gym members
Example Prompts for Virtuagym in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Virtuagym immediately.
"Check the profile for Thomas Miller and see what his current workout routine is."
"List all group classes running tomorrow morning."
Troubleshooting Virtuagym MCP Server with OpenAI Agents SDK
Common issues when connecting Virtuagym to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Virtuagym + OpenAI Agents SDK FAQ
Common questions about integrating Virtuagym 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 Virtuagym 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 Virtuagym to OpenAI Agents SDK
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.