Setel Malaysia MCP Server for LlamaIndex 11 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Setel Malaysia 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 Setel Malaysia. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Setel Malaysia?"
)
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 Setel Malaysia MCP Server
Connect your AI agents to Setel Malaysia, the first e-wallet for fuel, parking, and on-the-go payments in Malaysia. This MCP provides 11 tools to automate payment orchestration, manage real-time parking sessions, and monitor EV charging infrastructure directly through natural conversation.
LlamaIndex agents combine Setel Malaysia tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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
- Payment Intent Flow — Create, capture, and retrieve payment intents for secure transaction processing
- Parking Management — Start and monitor parking sessions for specific vehicle plates at automated or street locations
- EV Mobility — Find charging stations, start sessions, and end charging workflows programmatically
- Loyalty Integration — Check Mesra points balances for linked users to enhance customer engagement
- Merchant Visibility — Access account summaries and settlement data for business oversight
The Setel Malaysia MCP Server exposes 11 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 Setel Malaysia to LlamaIndex via MCP
Follow these steps to integrate the Setel Malaysia 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 11 tools from Setel Malaysia
Why Use LlamaIndex with the Setel Malaysia MCP Server
LlamaIndex provides unique advantages when paired with Setel Malaysia through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Setel Malaysia tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Setel Malaysia tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Setel Malaysia, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Setel Malaysia tools were called, what data was returned, and how it influenced the final answer
Setel Malaysia + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Setel Malaysia MCP Server delivers measurable value.
Hybrid search: combine Setel Malaysia real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Setel Malaysia 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 Setel Malaysia for fresh data
Analytical workflows: chain Setel Malaysia queries with LlamaIndex's data connectors to build multi-source analytical reports
Setel Malaysia MCP Tools for LlamaIndex (11)
These 11 tools become available when you connect Setel Malaysia to LlamaIndex via MCP:
capture_payment
Capture an authorized payment
create_charging_session
Start an EV charging session
create_parking_session
Start a new parking session
create_payment_intent
Returns a paymentIntentId for authorization. Create a new payment intent for a transaction
end_charging_session
Stop an active EV charging session
get_merchant_summary
Get merchant account overview
get_mesra_points
Retrieve loyalty points for a user
get_parking_session
Retrieve details for an active or past parking session
get_payment_intent
Retrieve details for a specific payment intent
list_charging_locations
Find nearby EV charging stations
list_parking_history
List recent parking sessions
Example Prompts for Setel Malaysia in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Setel Malaysia immediately.
"Find all Setel-compatible EV charging locations near me."
"Check my Mesra points balance for user ID 'user_777'."
"Show the summary for my Setel merchant account."
Troubleshooting Setel Malaysia MCP Server with LlamaIndex
Common issues when connecting Setel Malaysia to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSetel Malaysia + LlamaIndex FAQ
Common questions about integrating Setel Malaysia 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 Setel Malaysia 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 Setel Malaysia to LlamaIndex
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.