Telekom Malaysia (TM) OIP MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Telekom Malaysia (TM) OIP as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Telekom Malaysia (TM) OIP. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Telekom Malaysia (TM) OIP?"
)
print(response)
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.
LlamaIndex agents combine Telekom Malaysia (TM) OIP tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the Telekom Malaysia (TM) OIP MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Telekom Malaysia (TM) OIP
Why Use LlamaIndex with the Telekom Malaysia (TM) OIP MCP Server
LlamaIndex provides unique advantages when paired with Telekom Malaysia (TM) OIP through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Telekom Malaysia (TM) OIP tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Telekom Malaysia (TM) OIP tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Telekom Malaysia (TM) OIP, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Telekom Malaysia (TM) OIP tools were called, what data was returned, and how it influenced the final answer
Telekom Malaysia (TM) OIP + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Telekom Malaysia (TM) OIP MCP Server delivers measurable value.
Hybrid search: combine Telekom Malaysia (TM) OIP real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Telekom Malaysia (TM) OIP to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Telekom Malaysia (TM) OIP for fresh data
Analytical workflows: chain Telekom Malaysia (TM) OIP queries with LlamaIndex's data connectors to build multi-source analytical reports
Telekom Malaysia (TM) OIP MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Telekom Malaysia (TM) OIP to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting Telekom Malaysia (TM) OIP to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTelekom Malaysia (TM) OIP + LlamaIndex FAQ
Common questions about integrating Telekom Malaysia (TM) OIP MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Telekom Malaysia (TM) OIP with your favorite client
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Connect Telekom Malaysia (TM) OIP to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.