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Fly.io Extended MCP Server for LlamaIndexGive LlamaIndex instant access to 28 tools to Check Certificate, Create Acme Certificate, Create App, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Fly.io Extended 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 Fly.io Extended MCP Server for LlamaIndex is a standout in the Ship It category — giving your AI agent 28 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 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 Fly.io Extended. "
            "You have 28 tools available."
        ),
    )

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

asyncio.run(main())
Fly.io Extended
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 Fly.io Extended MCP Server

Connect your Fly.io account to any AI agent to orchestrate your cloud infrastructure through natural language. This server provides full access to the Fly Machines API, allowing for granular control over global deployments.

LlamaIndex agents combine Fly.io Extended tool responses with indexed documents for comprehensive, grounded answers. Connect 28 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

  • App Management — Create, list, and delete Fly Apps across your organizations.
  • Machine Lifecycle — Start, stop, suspend, and update individual Machines with precise configuration control.
  • Storage & Volumes — Provision, extend, and manage persistent volumes and snapshots for your stateful applications.
  • Network & Security — Manage ACME and custom certificates, and request OIDC tokens for secure workload identity.
  • Real-time Monitoring — Wait for specific machine states and fetch detailed metadata for debugging and orchestration.

The Fly.io Extended MCP Server exposes 28 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 28 Fly.io Extended tools available for LlamaIndex

When LlamaIndex connects to Fly.io Extended through Vinkius, your AI agent gets direct access to every tool listed below — spanning fly-io, cloud-computing, infrastructure-as-code, 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.

check

Check certificate on Fly.io Extended

Trigger DNS validation check for a certificate

create

Create acme certificate on Fly.io Extended

Request a Let's Encrypt certificate

create

Create app on Fly.io Extended

Create a new Fly App

create

Create custom certificate on Fly.io Extended

Import a custom PEM certificate

create

Create lease on Fly.io Extended

Create a lease for a Machine

create

Create machine on Fly.io Extended

Requires a config object containing at least the image. Create a new Fly Machine

create

Create volume on Fly.io Extended

Create a new volume

delete

Delete app on Fly.io Extended

Delete a Fly App

delete

Delete certificate on Fly.io Extended

Remove hostname and certificates

delete

Delete machine on Fly.io Extended

Delete a Machine

delete

Delete volume on Fly.io Extended

Delete a volume

extend

Extend volume on Fly.io Extended

Increase volume size

get

Get app on Fly.io Extended

Get details about a Fly App

get

Get certificate on Fly.io Extended

Get certificate details

get

Get machine on Fly.io Extended

Get Machine details

get

Get volume on Fly.io Extended

Get volume details

list

List apps on Fly.io Extended

List Fly Apps

list

List certificates on Fly.io Extended

List all certificates for an app

list

List machines on Fly.io Extended

List all Machines in an app

list

List volume snapshots on Fly.io Extended

List volume snapshots

list

List volumes on Fly.io Extended

List all volumes in an app

release

Release lease on Fly.io Extended

Release a lease for a Machine

request

Request oidc token on Fly.io Extended

Request an OpenID Connect (OIDC) token

start

Start machine on Fly.io Extended

Start a Machine

stop

Stop machine on Fly.io Extended

Stop a Machine

suspend

Suspend machine on Fly.io Extended

Suspend a Machine

update

Update machine on Fly.io Extended

Update Machine configuration

wait

Wait machine on Fly.io Extended

Wait for a specific Machine state

Connect Fly.io Extended to LlamaIndex via MCP

Follow these steps to wire Fly.io Extended 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 28 tools from Fly.io Extended

Why Use LlamaIndex with the Fly.io Extended MCP Server

LlamaIndex provides unique advantages when paired with Fly.io Extended through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine Fly.io Extended tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Fly.io Extended tool calls with transformations, filters, and re-rankers in a typed pipeline

03

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

04

Observability integrations show exactly what Fly.io Extended tools were called, what data was returned, and how it influenced the final answer

Fly.io Extended + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Fly.io Extended MCP Server delivers measurable value.

01

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

02

Data enrichment: query Fly.io Extended 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 Fly.io Extended for fresh data

04

Analytical workflows: chain Fly.io Extended queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Fly.io Extended in LlamaIndex

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

01

"List all my Fly.io apps in the 'personal' organization."

02

"Start the machine with ID 9185210b6e4d8p in the app 'my-api-server'."

03

"Create a 10GB volume named 'data_vol' in the 'ams' region for app 'db-primary'."

Troubleshooting Fly.io Extended MCP Server with LlamaIndex

Common issues when connecting Fly.io Extended to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Fly.io Extended + LlamaIndex FAQ

Common questions about integrating Fly.io Extended 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 Fly.io Extended 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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