Belong Australia MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Belong Australia through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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({
"belong-australia": {
"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 Belong Australia, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 Belong Australia MCP Server
Connect your Belong Australia account to any AI agent and manage your telecommunications services through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Belong Australia 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.
What you can do
- Service Oversight — List and inspect all active mobile and broadband services linked to your account.
- Usage Tracking — Retrieve real-time data usage statistics to avoid overages and stay informed.
- Billing Management — List recent invoices and retrieve direct PDF links for auditing and payment.
- Order Monitoring — Check the status of recent orders and service modifications.
- Account Health — View your current account balance and saved payment methods instantly.
The Belong Australia MCP Server exposes 10 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 Belong Australia to LangChain via MCP
Follow these steps to integrate the Belong Australia 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 10 tools from Belong Australia via MCP
Why Use LangChain with the Belong Australia MCP Server
LangChain provides unique advantages when paired with Belong Australia through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Belong Australia 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 Belong Australia queries for multi-turn workflows
Belong Australia + LangChain Use Cases
Practical scenarios where LangChain combined with the Belong Australia MCP Server delivers measurable value.
RAG with live data: combine Belong Australia tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Belong Australia, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Belong Australia tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Belong Australia tool call, measure latency, and optimize your agent's performance
Belong Australia MCP Tools for LangChain (10)
These 10 tools become available when you connect Belong Australia to LangChain via MCP:
get_account_balance
Check current account balance
get_invoice_pdf
Retrieve a specific invoice PDF link
get_order_details
Get details of a specific order
get_service_details
Get details of a specific service
get_usage_data
Retrieve data usage for a service
get_user_profile
Get Belong user profile
list_invoices
List recent invoices
list_orders
List recent orders
list_payment_methods
List saved payment methods
list_services
List active mobile and broadband services
Example Prompts for Belong Australia in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Belong Australia immediately.
"List all active services in my Belong account."
"Check data usage for my mobile plan svc_123."
"Show my recent account balance and payment methods."
Troubleshooting Belong Australia MCP Server with LangChain
Common issues when connecting Belong Australia to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersBelong Australia + LangChain FAQ
Common questions about integrating Belong Australia MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
Connect Belong Australia 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 Belong Australia to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.