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NachoNacho MCP Server for LangChainGive LangChain instant access to 12 tools to Check Nachonacho Status, Create Card, Freeze Card, and more

Built by Vinkius GDPR 12 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect NachoNacho 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 App Connector for LangChain

The NachoNacho app connector for LangChain is a standout in the Money Moves category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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

asyncio.run(main())
NachoNacho
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 NachoNacho MCP Server

Connect your NachoNacho account to any AI agent and manage SaaS spend through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with NachoNacho 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

  • Virtual Cards — Create, list, update, freeze, and unfreeze cards
  • Transactions — Browse and inspect card transactions
  • Balances — Monitor account funds
  • Subscriptions — List and inspect managed SaaS subscriptions

The NachoNacho 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.

All 12 NachoNacho tools available for LangChain

When LangChain connects to NachoNacho through Vinkius, your AI agent gets direct access to every tool listed below — spanning saas-spend, virtual-cards, subscription-tracking, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

check_nachonacho_status

Verify connectivity

create_card

Create a virtual card

freeze_card

Freeze a card

get_card

Get card details

get_subscription

Get subscription details

get_transaction

Get transaction details

list_balances

List balances

list_cards

List virtual cards

list_subscriptions

List subscriptions

list_transactions

List transactions

unfreeze_card

Unfreeze a card

update_card

Update a card

Connect NachoNacho to LangChain via MCP

Follow these steps to wire NachoNacho into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save the code and run python agent.py
04

Explore tools

The agent discovers 12 tools from NachoNacho via MCP

Why Use LangChain with the NachoNacho MCP Server

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

01

The largest ecosystem of integrations, chains, and agents. combine NachoNacho MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across NachoNacho queries for multi-turn workflows

NachoNacho + LangChain Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for NachoNacho in LangChain

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

01

"List all virtual cards and their spend."

02

"Create a virtual card for a new Notion subscription with $25 limit."

03

"Freeze the Figma card and show account balance."

Troubleshooting NachoNacho MCP Server with LangChain

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

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

NachoNacho + LangChain FAQ

Common questions about integrating NachoNacho MCP Server with LangChain.

01

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.
02

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.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.