UpCloud MCP Server for LlamaIndexGive LlamaIndex instant access to 46 tools to Assign Ip, Backup Storage, Clone Storage, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add UpCloud as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this MCP Server for LlamaIndex
The UpCloud MCP Server for LlamaIndex is a standout in the Developer Tools category — giving your AI agent 46 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to UpCloud. "
"You have 46 tools available."
),
)
response = await agent.run(
"What tools are available in UpCloud?"
)
print(response)
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 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.
LlamaIndex agents combine UpCloud tool responses with indexed documents for comprehensive, grounded answers. Connect 46 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 ip on UpCloud
Assign a new IP address
Backup storage on UpCloud
Create a storage backup
Clone storage on UpCloud
Clone a storage
Create api token on UpCloud
Create a new API token
Create database on UpCloud
Create a managed database instance
Create firewall rule on UpCloud
Create a firewall rule for a server
Create kubernetes cluster on UpCloud
Create a Managed Kubernetes cluster
Create load balancer on UpCloud
Create a managed load balancer
Create network on UpCloud
Create a new SDN private network
Create object storage on UpCloud
Create a Managed Object Storage service
Create router on UpCloud
Create a router
Create server on UpCloud
Create a new server
Create storage on UpCloud
Create a new storage
Delete server on UpCloud
Delete a server
Export audit logs on UpCloud
Export account audit logs
Get account on UpCloud
Get UpCloud account information
Get billing summary on UpCloud
Get monthly billing summary
Get host on UpCloud
Get host details
Get kubernetes kubeconfig on UpCloud
Get Kubernetes cluster credentials (kubeconfig)
Get server on UpCloud
Get detailed server information
Import storage on UpCloud
Import data to storage
List api tokens on UpCloud
List API tokens
List audit logs on UpCloud
List account audit logs
List database types on UpCloud
List available database types and plans
List databases on UpCloud
List managed database services
List firewall rules on UpCloud
List firewall rules for a server
List hosts on UpCloud
List available hosts
List ips on UpCloud
List all IP addresses
List kubernetes clusters on UpCloud
List Managed Kubernetes (UKS) clusters
List load balancers on UpCloud
List managed load balancer services
List networks on UpCloud
List all SDN private networks
List object storages on UpCloud
List Managed Object Storage services
List prices on UpCloud
List resource prices
List routers on UpCloud
List routers
List servers on UpCloud
List all servers
List storages on UpCloud
List all accessible storages
List zones on UpCloud
List available zones
Release ip on UpCloud
Release an IP address
Restart server on UpCloud
Restart a server
Restore storage on UpCloud
Restore storage from backup
Start server on UpCloud
Start a server
Stop server on UpCloud
Stop a server
Update ip on UpCloud
Modify PTR record or floating IP attachment
Update network on UpCloud
Modify network details
Update server on UpCloud
Modify server configuration
Update storage on UpCloud
Modify or resize storage
Connect UpCloud to LlamaIndex via MCP
Follow these steps to wire UpCloud into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the UpCloud MCP Server
LlamaIndex provides unique advantages when paired with UpCloud through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine UpCloud tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain UpCloud tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query UpCloud, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what UpCloud tools were called, what data was returned, and how it influenced the final answer
UpCloud + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the UpCloud MCP Server delivers measurable value.
Hybrid search: combine UpCloud real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query UpCloud to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying UpCloud for fresh data
Analytical workflows: chain UpCloud queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for UpCloud in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with UpCloud immediately.
"Show my UpCloud account information and credits."
"List all my active servers on UpCloud."
"Restart the server with UUID 00264663-890e-473c-9189-9e87483660c2."
Troubleshooting UpCloud MCP Server with LlamaIndex
Common issues when connecting UpCloud to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpUpCloud + LlamaIndex FAQ
Common questions about integrating UpCloud MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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