Bring Fitness Marketplace
to OpenAI Agents SDK
Learn how to connect ClassPass to OpenAI Agents SDK and start using 7 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the ClassPass MCP Server?
Connect your ClassPass venue to any AI agent and manage your marketplace presence through natural conversation.
What you can do
- Schedule — View classes published to ClassPass with credit pricing and availability
- Reservations — Track ClassPass bookings, check-ins, and no-shows
- Inventory — Manage SmartSpot allocation and dynamic credit pricing
- Performance — Analyze revenue, fill rates, and partner metrics
- Venue — Access your venue profile, amenities, and ratings
- Locations — Manage multiple physical locations
Who is this for?
- Studio Partners — Optimize ClassPass revenue and SmartSpot settings
- Operations — Track daily ClassPass bookings alongside direct reservations
- Marketing — Monitor venue ratings, reviews, and marketplace visibility
- Multi-location — Compare ClassPass performance across all locations
Built-in capabilities (7)
Get class details
Use date range for period analysis. Get performance analytics
Get venue profile
List SmartSpot inventory
List venue locations
List ClassPass reservations
Filter by date range. List ClassPass schedule
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 7 tools from ClassPass through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries ClassPass, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
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
ClassPass in OpenAI Agents SDK
ClassPass and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect ClassPass to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for ClassPass in OpenAI Agents SDK
The ClassPass 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. All 7 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
ClassPass for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the ClassPass MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Do I need to be a ClassPass partner?
Yes. This server is for ClassPass venue partners. You need a Partner Dashboard account, a Venue ID, and API credentials obtained through your ClassPass partner manager.
Can it change SmartSpot credit allocation algorithms?
Absolutely. You can prompt the AI to review fill rates and apply strategic modifications to the underlying SmartSpot settings for any class type directly.
How exactly are no-shows tracked?
The tool parses check-in flags from the ClassPass partner API in real-time, instantly reporting members who missed their slot without late cancellation.
How does the OpenAI Agents SDK connect to MCP?
Use 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?
Yes. Pass a list of 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?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
