AT&T IoT MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add AT&T IoT 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
Vinkius supports streamable HTTP and SSE.
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 AT&T IoT. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in AT&T IoT?"
)
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 AT&T IoT MCP Server
Connect your AT&T IoT account to any AI agent and take full command of your IoT SIM fleet through natural conversation.
LlamaIndex agents combine AT&T IoT tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Device Inventory -- List all IoT SIMs with ICCIDs, statuses (active, suspended, deactivated), data plan names, and last activity dates
- Real-Time Status -- Get live connectivity state, IP address, signal strength, data used/remaining, and suspension reasons for any SIM
- Activate & Suspend -- Instantly activate suspended devices or suspend compromised SIMs to block network access and contain costs
- Resume Devices -- Restore network access to suspended SIMs after troubleshooting or policy clearance without reprovisioning
- Data Usage Tracking -- Retrieve current and historical usage per SIM with daily breakdowns, overage alerts, and cycle forecasts
- Data Pool Management -- List shared data pools, monitor aggregate consumption, identify top-consuming devices, and prevent pool exhaustion
- Device Configuration -- Update rate limits, APN settings, and pool assignments to optimize performance or migrate devices between plans
- Automated Diagnostics -- Run connectivity troubleshooting checks including network registration, APN config, data session status, and known outages
The AT&T IoT MCP Server exposes 10 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect AT&T IoT to LlamaIndex via MCP
Follow these steps to integrate the AT&T IoT MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from AT&T IoT
Why Use LlamaIndex with the AT&T IoT MCP Server
LlamaIndex provides unique advantages when paired with AT&T IoT through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine AT&T IoT tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain AT&T IoT tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query AT&T IoT, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what AT&T IoT tools were called, what data was returned, and how it influenced the final answer
AT&T IoT + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the AT&T IoT MCP Server delivers measurable value.
Hybrid search: combine AT&T IoT real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query AT&T IoT 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 AT&T IoT for fresh data
Analytical workflows: chain AT&T IoT queries with LlamaIndex's data connectors to build multi-source analytical reports
AT&T IoT MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect AT&T IoT to LlamaIndex via MCP:
activate_device
Returns activation timestamp and assigned IP. Use to onboard new devices or restore service after maintenance. Activate a suspended or deactivated IoT SIM
diagnose_connectivity
Returns diagnostic results and recommended actions. Use for rapid troubleshooting of offline devices. Run automated diagnostics to troubleshoot IoT device connectivity
get_data_usage
Use to monitor plan limits, identify heavy users, or forecast billing. Retrieve current and historical data usage for an IoT SIM
get_device_status
Use to troubleshoot offline devices or verify data allowance. Get real-time connectivity and data status of an IoT SIM
get_pool_usage
Use to prevent pool exhaustion or reallocate unused data. Get detailed usage metrics for a specific data pool
list_data_pools
Use to manage enterprise data sharing across fleets. List shared data pools configured for IoT devices
list_devices
Use to audit fleet inventory, identify inactive SIMs, or verify provisioning status. List all IoT SIMs/devices managed in AT&T Control Center
resume_device
Use to restore service after troubleshooting or policy clearance. Resume network access for a suspended IoT SIM
suspend_device
Use for lost/stolen devices, cost containment, or decommissioning. Suspend an IoT SIM to block network access
update_device_settings
Requires ICCID and JSON settings object. Use to optimize performance or migrate devices between plans. Update configuration settings for an IoT device
Example Prompts for AT&T IoT in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with AT&T IoT immediately.
"List all my IoT devices and show me which ones are suspended."
"Device ICCID 8901234567890123456 is offline. Run diagnostics and tell me what's wrong."
"Check the data pool usage for 'Enterprise-Fleet-A' and tell me our top 5 consuming devices."
Troubleshooting AT&T IoT MCP Server with LlamaIndex
Common issues when connecting AT&T IoT to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpAT&T IoT + LlamaIndex FAQ
Common questions about integrating AT&T IoT 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?
Connect AT&T IoT with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect AT&T IoT to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.