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UpCloud MCP Server for LangChainGive LangChain instant access to 46 tools to Assign Ip, Backup Storage, Clone Storage, and more

MCP Inspector GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect UpCloud 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 for LangChain

The UpCloud MCP Server for LangChain is a standout in the Developer Tools category — giving your AI agent 46 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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

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

Connect your UpCloud account to any AI agent to manage your high-performance cloud infrastructure through natural language. From deploying servers to monitoring resource costs, take full control of your cloud environment.

LangChain's ecosystem of 500+ components combines seamlessly with UpCloud through native MCP adapters. Connect 46 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

  • Server Control — List, create, start, stop, and restart cloud servers across all global regions.
  • Storage Management — List, create, modify, and clone storage resources to scale your data needs.
  • Infrastructure Insights — Query available zones and physical hosts to optimize your deployment strategy.
  • Account & Billing — Monitor your account limits, credits, and detailed monthly billing summaries.
  • Pricing Transparency — Instantly list resource prices in your account's currency to manage cloud spend.

The UpCloud MCP Server exposes 46 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 46 UpCloud tools available for LangChain

When LangChain connects to UpCloud through Vinkius, your AI agent gets direct access to every tool listed below — spanning cloud-servers, infrastructure-management, server-provisioning, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

assign

Assign ip on UpCloud

Assign a new IP address

backup

Backup storage on UpCloud

Create a storage backup

clone

Clone storage on UpCloud

Clone a storage

create

Create api token on UpCloud

Create a new API token

create

Create database on UpCloud

Create a managed database instance

create

Create firewall rule on UpCloud

Create a firewall rule for a server

create

Create kubernetes cluster on UpCloud

Create a Managed Kubernetes cluster

create

Create load balancer on UpCloud

Create a managed load balancer

create

Create network on UpCloud

Create a new SDN private network

create

Create object storage on UpCloud

Create a Managed Object Storage service

create

Create router on UpCloud

Create a router

create

Create server on UpCloud

Create a new server

create

Create storage on UpCloud

Create a new storage

delete

Delete server on UpCloud

Delete a server

export

Export audit logs on UpCloud

Export account audit logs

get

Get account on UpCloud

Get UpCloud account information

get

Get billing summary on UpCloud

Get monthly billing summary

get

Get host on UpCloud

Get host details

get

Get kubernetes kubeconfig on UpCloud

Get Kubernetes cluster credentials (kubeconfig)

get

Get server on UpCloud

Get detailed server information

import

Import storage on UpCloud

Import data to storage

list

List api tokens on UpCloud

List API tokens

list

List audit logs on UpCloud

List account audit logs

list

List database types on UpCloud

List available database types and plans

list

List databases on UpCloud

List managed database services

list

List firewall rules on UpCloud

List firewall rules for a server

list

List hosts on UpCloud

List available hosts

list

List ips on UpCloud

List all IP addresses

list

List kubernetes clusters on UpCloud

List Managed Kubernetes (UKS) clusters

list

List load balancers on UpCloud

List managed load balancer services

list

List networks on UpCloud

List all SDN private networks

list

List object storages on UpCloud

List Managed Object Storage services

list

List prices on UpCloud

List resource prices

list

List routers on UpCloud

List routers

list

List servers on UpCloud

List all servers

list

List storages on UpCloud

List all accessible storages

list

List zones on UpCloud

List available zones

release

Release ip on UpCloud

Release an IP address

restart

Restart server on UpCloud

Restart a server

restore

Restore storage on UpCloud

Restore storage from backup

start

Start server on UpCloud

Start a server

stop

Stop server on UpCloud

Stop a server

update

Update ip on UpCloud

Modify PTR record or floating IP attachment

update

Update network on UpCloud

Modify network details

update

Update server on UpCloud

Modify server configuration

update

Update storage on UpCloud

Modify or resize storage

Connect UpCloud to LangChain via MCP

Follow these steps to wire UpCloud into LangChain. The entire setup takes under two minutes — your credentials stay safe behind 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 46 tools from UpCloud via MCP

Why Use LangChain with the UpCloud MCP Server

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

01

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

UpCloud + LangChain Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for UpCloud in LangChain

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

01

"Show my UpCloud account information and credits."

02

"List all my active servers on UpCloud."

03

"Restart the server with UUID 00264663-890e-473c-9189-9e87483660c2."

Troubleshooting UpCloud MCP Server with LangChain

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

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

UpCloud + LangChain FAQ

Common questions about integrating UpCloud 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.

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