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Vultr MCP Server for LlamaIndexGive LlamaIndex instant access to 19 tools to Create Api Key, Create Bare Metal, Delete Bare Metal, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Vultr 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 Vultr MCP Server for LlamaIndex is a standout in the Developer Tools category — giving your AI agent 19 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python
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 Vultr. "
            "You have 19 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Vultr?"
    )
    print(response)

asyncio.run(main())
Vultr
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* 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 Vultr MCP Server

Connect your Vultr account to any AI agent to manage your cloud infrastructure through natural conversation.

LlamaIndex agents combine Vultr tool responses with indexed documents for comprehensive, grounded answers. Connect 19 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

  • Bare Metal Management — List, create, start, reboot, and delete physical hardware instances across global regions.
  • Account & Networking — Retrieve account info, billing status, BGP configurations, and manage IPv4/IPv6 reverse DNS settings.
  • Backups & Apps — List automated backups and browse the Vultr Marketplace for one-click application deployments.
  • API Key Control — List and create API keys to manage access levels for your infrastructure programmatically.
  • Instance Lifecycle — Perform critical operations like reinstalling or halting bare metal servers directly from your chat interface.

The Vultr MCP Server exposes 19 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 19 Vultr tools available for LlamaIndex

When LlamaIndex connects to Vultr through Vinkius, your AI agent gets direct access to every tool listed below — spanning vultr, bare-metal, cloud-hosting, 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.

create

Create api key on Vultr

Create a new API key

create

Create bare metal on Vultr

Create a bare metal instance

delete

Delete bare metal on Vultr

Delete a bare metal instance

get

Get account on Vultr

Get Vultr account info

get

Get account bgp on Vultr

Get Account BGP Info

get

Get backup on Vultr

Get a specific backup

get

Get bare metal ipv4 on Vultr

Get IPv4 info for a bare metal instance

get

Get bare metal ipv6 on Vultr

Get IPv6 info for a bare metal instance

halt

Halt bare metal on Vultr

Halt a bare metal instance

list

List api keys on Vultr

List API keys

list

List applications on Vultr

List Vultr applications

list

List backups on Vultr

List backups

list

List bare metals on Vultr

List bare metal instances

reboot

Reboot bare metal on Vultr

Reboot a bare metal instance

reinstall

Reinstall bare metal on Vultr

Reinstall a bare metal instance

set

Set bare metal ipv4 reverse on Vultr

Set Reverse DNS for IPv4 on a bare metal instance

set

Set bare metal ipv6 reverse on Vultr

Set Reverse DNS for IPv6 on a bare metal instance

setup

Setup bgp on Vultr

Setup BGP for the account

start

Start bare metal on Vultr

Start a bare metal instance

Connect Vultr to LlamaIndex via MCP

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

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 19 tools from Vultr

Why Use LlamaIndex with the Vultr MCP Server

LlamaIndex provides unique advantages when paired with Vultr through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine Vultr tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Vultr tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Vultr, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what Vultr tools were called, what data was returned, and how it influenced the final answer

Vultr + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Vultr MCP Server delivers measurable value.

01

Hybrid search: combine Vultr real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Vultr to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Vultr for fresh data

04

Analytical workflows: chain Vultr queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Vultr in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Vultr immediately.

01

"List all my bare metal instances."

02

"Show my Vultr account and billing information."

03

"What marketplace applications are available for deployment?"

Troubleshooting Vultr MCP Server with LlamaIndex

Common issues when connecting Vultr to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Vultr + LlamaIndex FAQ

Common questions about integrating Vultr MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Vultr tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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