How can I check which local payment methods are supported in a specific country?

Use the 'list_payin_methods' tool and provide the ISO country code (e.g., 'SG' for Singapore or 'TH' for Thailand). The agent will return a list of available collection methods for that region.

Is it possible to get a live exchange rate before converting funds?

Yes! The 'get_fx_rate' tool allows you to request a real-time quote by specifying the sell currency, buy currency, and the amount you wish to convert.

Can I see all my wallet balances at once?

Absolutely. By using the 'list_wallets' tool, the agent will retrieve all organizational wallets, showing the balance and currency for each, providing a clear snapshot of your liquidity.

Finmo MCP Server for LangChain 12 tools — connect in under 2 minutes

Name: Finmo
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 12 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Finmo through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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({
        "finmo": {
            "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 Finmo, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Finmo MCP Server

Connect your Finmo account to any AI agent and automate your global treasury and payment operations through the Model Context Protocol (MCP). Finmo provides a unified platform for managing multi-currency liquidity, local collection methods, and cross-border disbursements, now accessible directly through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Finmo through native MCP adapters. Connect 12 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

Global Pay-ins — List available local collection methods across different countries and initiate pay-ins effortlessly.
Simplified Payouts — Manage your disbursements globally by listing and initiating payouts to verified beneficiaries.
Wallet Management — Get a real-time overview of your organization's wallets and balances across various currencies.
Customer & Beneficiary Control — Maintain your database of customers and payout beneficiaries to ensure secure and accurate transactions.
Real-time FX Rates — Fetch live foreign exchange quotes to make informed decisions on currency conversions and international transfers.
Virtual Accounts — List and manage virtual accounts for streamlined reconciliation and local payment acceptance.
Transaction Monitoring — Track the status of refunds and historical payments to keep your financial records in sync.

The Finmo MCP Server exposes 12 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 Finmo to LangChain via MCP

Follow these steps to integrate the Finmo 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 12 tools from Finmo via MCP

Why Use LangChain with the Finmo MCP Server

LangChain provides unique advantages when paired with Finmo through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Finmo 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 Finmo queries for multi-turn workflows

Finmo + LangChain Use Cases

Practical scenarios where LangChain combined with the Finmo MCP Server delivers measurable value.

RAG with live data: combine Finmo tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Finmo, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Finmo tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Finmo tool call, measure latency, and optimize your agent's performance

Finmo MCP Tools for LangChain (12)

These 12 tools become available when you connect Finmo to LangChain via MCP:

create_customer

Create a new customer

create_payin

Create a new pay-in

create_payout

Create a new payout

get_fx_rate

Get real-time FX rate

list_beneficiaries

List payout beneficiaries

list_customers

List customers

list_payin_methods

List pay-in methods

list_payins

List pay-ins

list_payouts

List payouts

list_refunds

List refunds

list_virtual_accounts

List virtual accounts

list_wallets

List organization wallets

Example Prompts for Finmo in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Finmo immediately.

"What are the available pay-in methods for Singapore (SG) in SGD?"

"Show me the current balance of all my organization wallets."

"Get a live exchange rate to sell 1000 USD for EUR."

Troubleshooting Finmo MCP Server with LangChain

Common issues when connecting Finmo to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Finmo + LangChain FAQ

Common questions about integrating Finmo MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.