LianLian Pay MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect LianLian Pay 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({
"lianlian-pay": {
"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 LianLian Pay, 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 LianLian Pay MCP Server
Empower your AI agent to orchestrate your international financial infrastructure with LianLian Pay, the premier cross-border payment platform for enterprise global trade. By connecting LianLian Pay to your agent, you transform complex settlement tracking, fund collections, and multi-currency management into a natural conversation. Your agent can instantly list your balances, retrieve transaction details, monitor fund settlements, and even initiate refund requests without you ever needing to navigate the comprehensive LianLian Global portal. Whether you are managing cross-border e-commerce revenue or coordinating international supplier payments, your agent acts as a real-time global treasury assistant, keeping your data accurate and your settlements moving.
LangChain's ecosystem of 500+ components combines seamlessly with LianLian Pay 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
- Balance Orchestration — Retrieve real-time balance information across your LianLian merchant accounts.
- Payment Management — Create and track payment orders with full support for unique identifiers and status queries.
- Settlement Monitoring — Browse historical settlements and fund withdrawals to track your capital flow.
- Transaction Auditing — Filter and retrieve detailed transaction records for financial reconciliation.
- Treasury Insights — Retrieve current FX exchange rates and supported bank lists for efficient fund management.
The LianLian Pay 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 LianLian Pay to LangChain via MCP
Follow these steps to integrate the LianLian Pay 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 LianLian Pay via MCP
Why Use LangChain with the LianLian Pay MCP Server
LangChain provides unique advantages when paired with LianLian Pay through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents — combine LianLian Pay 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 LianLian Pay queries for multi-turn workflows
LianLian Pay + LangChain Use Cases
Practical scenarios where LangChain combined with the LianLian Pay MCP Server delivers measurable value.
RAG with live data: combine LianLian Pay tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query LianLian Pay, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain LianLian Pay tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every LianLian Pay tool call, measure latency, and optimize your agent's performance
LianLian Pay MCP Tools for LangChain (10)
These 10 tools become available when you connect LianLian Pay to LangChain via MCP:
create_payment
Create a new payment
get_account_info
Get merchant account info
get_balance
Get account balance
get_bank_list
Get supported banks
get_exchange_rates
Get current FX rates
list_settlements
List settlements
list_transactions
List transactions
list_withdrawals
List fund withdrawals
query_order
Query order status
refund_order
Refund a payment
Example Prompts for LianLian Pay in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with LianLian Pay immediately.
"What is my current balance on LianLian Pay?"
"Check the status of order 'LL-ORDER-8821'."
"List the last 5 settlements for my merchant account."
Troubleshooting LianLian Pay MCP Server with LangChain
Common issues when connecting LianLian Pay to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersLianLian Pay + LangChain FAQ
Common questions about integrating LianLian Pay 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 LianLian Pay 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 LianLian Pay to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
