Durianpay 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 Durianpay as an MCP tool provider through 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 Durianpay. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Durianpay?"
)
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 Durianpay MCP Server
Integrate Durianpay, the fully integrated payment platform, directly into your AI workflow. Manage your inbound payments and transactions, track checkout orders and payment links, monitor customer profiles and interaction history, and oversee your payment settlements using natural language.
LlamaIndex agents combine Durianpay tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through 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 Oversight — List and retrieve detailed information and processing status for all your received transactions.
- Order Intelligence — Monitor checkout orders, including line items, expiration settings, and active payment links.
- Customer Management — Track registered customer profiles, contact details, and lifetime transaction counts across your organization.
- Revenue Auditing — Retrieve high-level summaries of payment activity, success rates, and identified failed transactions instantly.
The Durianpay 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 Durianpay to LlamaIndex via MCP
Follow these steps to integrate the Durianpay 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 Durianpay
Why Use LlamaIndex with the Durianpay MCP Server
LlamaIndex provides unique advantages when paired with Durianpay through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Durianpay tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Durianpay tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Durianpay, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Durianpay tools were called, what data was returned, and how it influenced the final answer
Durianpay + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Durianpay MCP Server delivers measurable value.
Hybrid search: combine Durianpay real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Durianpay 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 Durianpay for fresh data
Analytical workflows: chain Durianpay queries with LlamaIndex's data connectors to build multi-source analytical reports
Durianpay MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Durianpay to LlamaIndex via MCP:
get_durianpay_account_metadata
Retrieve metadata and usage limits for your Durianpay account
get_payment_details
Get detailed information and lifecycle status for a specific payment
get_payment_order_details
Get detailed information for a specific checkout order
list_durianpay_payments
List all payments received in your Durianpay account
list_failed_transactions
Identify payments that were declined or failed (mock logic)
list_latest_transactions
Identify the most recently received payments
list_payment_orders
List all checkout orders created in your Durianpay account
list_registered_customers
List all customers registered in your Durianpay organization
quick_revenue_health_audit
Retrieve a high-level summary of payment activity and success rates
search_payment_orders
Search for orders using an order ID or customer name keyword
Example Prompts for Durianpay in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Durianpay immediately.
"List the latest payments received."
"Show me the details for order 'ORD-9988'."
"Check for any failed transactions today."
Troubleshooting Durianpay MCP Server with LlamaIndex
Common issues when connecting Durianpay to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDurianpay + LlamaIndex FAQ
Common questions about integrating Durianpay 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 Durianpay 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 Durianpay to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.