Bring Studio Management
to LangChain
Create your Vinkius account to connect Mariana Tek to LangChain and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the Mariana Tek MCP Server?
Connect your Mariana Tek studio to any AI agent and manage your premium boutique fitness business through natural conversation.
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
Who is this for?
- SoulCycle, Barry's, Rumble — Built for the world's top boutique fitness brands
- Studio Owners — Real-time class fill rates, revenue, and member insights
- Operations Managers — Multi-location scheduling and instructor coverage
- Marketing Teams — Member engagement data for retention campaigns
Built-in capabilities (10)
Get full class session details
Get member profile
Includes description, duration, and intensity. List class types
Used by SoulCycle, Barry's, Rumble, and premium boutique studios worldwide. List studio class sessions
Boutique fitness revolves around star instructors. List instructors
List studio locations
Shows pricing and terms. List membership plans
Includes promotional and corporate rates. List pricing options
List class reservations
Returns profile, credits, visit count, and membership status. Search members
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Mariana Tek through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine Mariana Tek MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Mariana Tek queries for multi-turn workflows
Mariana Tek in LangChain
Why run Mariana Tek with Vinkius?
The Mariana Tek connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Mariana Tek using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mariana Tek and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mariana Tek to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Mariana Tek for LangChain
Every request between LangChain and Mariana Tek is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Which brands use Mariana Tek?
Mariana Tek powers the world's leading boutique fitness studios including SoulCycle, Barry's Bootcamp, Rumble Boxing, Y7 Studio, and hundreds of premium independent studios worldwide.
Does Mariana Tek support multi-location reporting?
Yes, Mariana Tek is designed specifically for multi-location boutique studios, allowing you to aggregate revenue, class fill rates, and member metrics across your entire franchise network.
Can the AI book a spot for a member?
The MCP can query class schedules, check capacity, and analyze attendance, but actual booking requires the member to use the studio's app or website to secure their spot and process payment.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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