Telekom Malaysia (TM) OIP MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Telekom Malaysia (TM) OIP through the 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({
"telekom-malaysia-tm-oip": {
"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 Telekom Malaysia (TM) OIP, 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 Telekom Malaysia (TM) OIP MCP Server
Connect your AI agents to the Telekom Malaysia (TM) Open Innovation Platform (OIP), the industry-standard ecosystem based on TM Forum Open APIs. This MCP provides 10 tools to manage the full lifecycle of telecommunication services, from querying broadband product catalogs and checking coverage availability to automating service orders and monitoring real-time data consumption.
LangChain's ecosystem of 500+ components combines seamlessly with Telekom Malaysia (TM) OIP through native MCP adapters. Connect 10 tools via the 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
- Product Orchestration — List available broadband and mobile offerings with technical specs and pricing
- Service Fulfillment — Create and track service orders (TMF 641) for new installations and upgrades programmatically
- Usage Monitoring — Retrieve granular data consumption reports and monitor network usage patterns for active services
- Support & Billing — List active trouble tickets and retrieve account billing details via natural language
- Coverage Intelligence — Verify service reachability for any Malaysian street address before placing orders
The Telekom Malaysia (TM) OIP 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 Telekom Malaysia (TM) OIP to LangChain via MCP
Follow these steps to integrate the Telekom Malaysia (TM) OIP 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 Telekom Malaysia (TM) OIP via MCP
Why Use LangChain with the Telekom Malaysia (TM) OIP MCP Server
LangChain provides unique advantages when paired with Telekom Malaysia (TM) OIP through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents — combine Telekom Malaysia (TM) OIP 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 Telekom Malaysia (TM) OIP queries for multi-turn workflows
Telekom Malaysia (TM) OIP + LangChain Use Cases
Practical scenarios where LangChain combined with the Telekom Malaysia (TM) OIP MCP Server delivers measurable value.
RAG with live data: combine Telekom Malaysia (TM) OIP tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Telekom Malaysia (TM) OIP, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Telekom Malaysia (TM) OIP tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Telekom Malaysia (TM) OIP tool call, measure latency, and optimize your agent's performance
Telekom Malaysia (TM) OIP MCP Tools for LangChain (10)
These 10 tools become available when you connect Telekom Malaysia (TM) OIP to LangChain via MCP:
check_service_availability
Verify broadband availability for a specific address
create_service_order
Place a new service order for broadband or mobile
get_account_billing
Get billing and account details for a customer
get_offering_details
Get detailed information for a specific product offering
get_order_details
Check the status of a specific service order
get_service_status
Retrieve real-time status for a specific service
get_usage_report
Monitor data consumption for a service
list_active_services
List active services in the inventory
list_product_offerings
List all broadband and telecom product offerings
list_trouble_tickets
List active support and network trouble tickets
Example Prompts for Telekom Malaysia (TM) OIP in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Telekom Malaysia (TM) OIP immediately.
"Check broadband availability for address '123 Jalan Ampang, Kuala Lumpur'."
"List the top 3 unifi plans from the product catalog."
"What is the data usage for service ID 'srv_tm_123' for the last month?"
Troubleshooting Telekom Malaysia (TM) OIP MCP Server with LangChain
Common issues when connecting Telekom Malaysia (TM) OIP to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersTelekom Malaysia (TM) OIP + LangChain FAQ
Common questions about integrating Telekom Malaysia (TM) OIP 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 Telekom Malaysia (TM) OIP with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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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 Telekom Malaysia (TM) OIP to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.