Monnify MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Monnify through 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({
"monnify": {
"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 Monnify, 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 Monnify MCP Server
Connect your Monnify merchant account to your AI agent and manage your Nigerian payment operations and customer virtual accounts through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Monnify through native MCP adapters. Connect 10 tools via 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
- Transaction Monitoring — List all payments and get real-time status updates and references.
- Virtual Account Reservation — Create and manage dedicated virtual bank accounts for your customers.
- Payment Initialization — Start new payment processes and generate checkout URLs for card or transfer payments.
- Disbursements & Transfers — Track outgoing bank transfers and payouts from your account.
- Invoice Management — Access digital invoices generated via the Monnify platform.
- Settlement Tracking — Monitor the history of payouts from Monnify to your corporate bank account.
- Bank Discovery — List all supported Nigerian banks for disbursements and account verification.
The Monnify 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 Monnify to LangChain via MCP
Follow these steps to integrate the Monnify 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 Monnify via MCP
Why Use LangChain with the Monnify MCP Server
LangChain provides unique advantages when paired with Monnify through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Monnify 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 Monnify queries for multi-turn workflows
Monnify + LangChain Use Cases
Practical scenarios where LangChain combined with the Monnify MCP Server delivers measurable value.
RAG with live data: combine Monnify tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Monnify, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Monnify tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Monnify tool call, measure latency, and optimize your agent's performance
Monnify MCP Tools for LangChain (10)
These 10 tools become available when you connect Monnify to LangChain via MCP:
get_account_details
Get reserved account details
get_transaction
Get transaction details
init_payment
Initialize a payment transaction
list_banks
List supported Nigerian banks
list_disbursements
List bank transfers (disbursements)
list_monnify_invoices
List Monnify digital invoices
list_reserved_accounts
List reserved virtual accounts
list_settlements
List merchant settlements
list_transactions
List Monnify transactions
reserve_account
Create a reserved virtual account
Example Prompts for Monnify in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Monnify immediately.
"List my most recent transactions on Monnify."
"Reserve a virtual account for a new customer named 'Ayo Balogun'."
"List all Nigerian banks supported by Monnify."
Troubleshooting Monnify MCP Server with LangChain
Common issues when connecting Monnify to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersMonnify + LangChain FAQ
Common questions about integrating Monnify 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 Monnify 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 Monnify to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
