Mindbody MCP Server for OpenAI Agents SDK 15 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Mindbody 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="Mindbody Assistant",
instructions=(
"You help users interact with Mindbody. "
"You have access to 15 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Mindbody"
)
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 Mindbody MCP Server
Connect your Mindbody business to any AI agent and run your fitness studio, spa, or wellness center through natural conversation.
The OpenAI Agents SDK auto-discovers all 15 tools from Mindbody through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Mindbody, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Classes — View schedules, class types, upcoming sessions, and instructor assignments
- Appointments — Browse booked appointments, check staff availability, and manage private sessions
- Clients — Search members, view visit history, check memberships, and track attendance patterns
- Staff — List instructors and therapists with bios, certifications, and assigned services
- Sales — Track revenue, view transactions, browse retail products, and check pricing options
- Site — Access business details, multiple locations, and session types
- Enrollments — Monitor multi-week courses, workshops, and teacher training programs
The Mindbody MCP Server exposes 15 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 Mindbody to OpenAI Agents SDK via MCP
Follow these steps to integrate the Mindbody 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 15 tools from Mindbody
Why Use OpenAI Agents SDK with the Mindbody MCP Server
OpenAI Agents SDK provides unique advantages when paired with Mindbody 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
Mindbody + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Mindbody MCP Server delivers measurable value.
Automated workflows: build agents that query Mindbody, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Mindbody, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Mindbody tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Mindbody to resolve tickets, look up records, and update statuses without human intervention
Mindbody MCP Tools for OpenAI Agents SDK (15)
These 15 tools become available when you connect Mindbody to OpenAI Agents SDK via MCP:
get_client_history
Shows attendance patterns, no-shows, and engagement over time. Critical for retention analysis. Get client visit history
get_client_memberships
Shows remaining visits, expiration dates, and auto-pay status. Get client memberships and packages
get_site_info
Get studio/business info
list_appointments
) with client name, staff, time, duration, and status. Filter by date range or staff member. List booked appointments
list_class_schedules
Useful for understanding the studio's regular weekly cadence. List recurring class schedules
list_class_types
g. Vinyasa Yoga, CrossFit WOD, Spin). Includes name, category, description, and duration. List all class types/descriptions
list_classes
Filter by date range or class type. Essential for seeing the studio schedule at a glance. List scheduled classes
list_enrollments
Includes dates, capacity, pricing, and enrolled clients. List course enrollments
list_locations
Includes address, phone, tax rates, and operating hours. List studio locations
list_products
Includes name, price, category, and inventory count. List retail products
list_sales
Includes amount, payment method, client, and date. Essential for revenue tracking. List sales transactions
list_services_pricing
Shows price, session count, and expiration policy. List services and pricing options
list_staff
Includes name, bio, photo URL, certifications, and assigned services. List all staff and instructors
list_staff_schedule
Useful for viewing availability, managing bookings, or planning coverage. Get a staff member's appointment schedule
search_clients
Returns demographics, contact info, account balance, and membership status. The core CRM tool for studio owners. Search studio clients/members
Example Prompts for Mindbody in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Mindbody immediately.
"What classes are available this week?"
"How much revenue did we make this month?"
"Show me clients who haven't visited in the last 30 days."
Troubleshooting Mindbody MCP Server with OpenAI Agents SDK
Common issues when connecting Mindbody to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Mindbody + OpenAI Agents SDK FAQ
Common questions about integrating Mindbody 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 Mindbody 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 Mindbody to OpenAI Agents SDK
Get your token, paste the configuration, and start using 15 tools in under 2 minutes. No API key management needed.