How do I get Glofox API access?

Contact Glofox support or your account manager to request API access. You'll receive an API Key and Branch ID for your location.

Does this integration also cover ABC Fitness Solutions / ClubReady endpoints?

While Glofox is part of ABC Fitness Solutions, this specific MCP Server connects directly to the Glofox Developer API endpoints. Other ABC platforms may require their respective integration servers.

Can I process refunds or payments through natural language?

You can track and query payment statuses, memberships, and transaction histories, but full payment processing usually depends on the specific payment gateway integration configured within your Glofox account.

Glofox MCP Server for LangChain 8 tools — connect in under 2 minutes

Name: Glofox
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 8 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Glofox through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "glofox": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Glofox, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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About Glofox MCP Server

Connect your Glofox gym or studio to any AI agent and manage your fitness business through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Glofox through native MCP adapters. Connect 8 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.

What you can do

Members — Search and view member profiles, membership status, and attendance
Classes — Browse scheduled group classes with capacity and trainer info
Courses — Monitor multi-week programs, challenges, and bootcamps
Trainers — List coaches with specialties and certifications
Bookings — Track class reservations, check-ins, and waitlists
Memberships — View all plans: basic, premium, VIP, student, corporate
Purchases — Track member spending on memberships, PT, and retail

The Glofox MCP Server exposes 8 tools through the Vinkius. Connect it to LangChain 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 Glofox to LangChain via MCP

Follow these steps to integrate the Glofox MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 8 tools from Glofox via MCP

Why Use LangChain with the Glofox MCP Server

LangChain provides unique advantages when paired with Glofox through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Glofox MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across Glofox queries for multi-turn workflows

Glofox + LangChain Use Cases

Practical scenarios where LangChain combined with the Glofox MCP Server delivers measurable value.

RAG with live data: combine Glofox tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Glofox, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Glofox tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Glofox tool call, measure latency, and optimize your agent's performance

Glofox MCP Tools for LangChain (8)

These 8 tools become available when you connect Glofox to LangChain via MCP:

get_member

Get member details

list_bookings

Shows who booked which class, check-in status, and waitlist. List class bookings

list_classes

Filter by date to see a specific day. List scheduled classes

list_courses

Shows sessions, pricing, and enrollment. List multi-week courses

list_memberships

Includes pricing, access hours, and perks. List membership plans

list_purchases

Filter by member for individual spending. List member purchases

list_trainers

List trainers and coaches

search_members

Returns profile, membership status, check-in history, and account balance. The core CRM of your gym. Search gym members

Example Prompts for Glofox in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Glofox immediately.

"How many active members do we have?"

"Who is teaching the HIIT bootcamp tomorrow morning?"

"Show me all overdue payments for this week."

Troubleshooting Glofox MCP Server with LangChain

Common issues when connecting Glofox to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Glofox + LangChain FAQ

Common questions about integrating Glofox MCP Server with LangChain.

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.