AT&T 5G MCP Server for LlamaIndex 9 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add AT&T 5G as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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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 5G. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in AT&T 5G?"
)
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 5G MCP Server
Connect your AT&T 5G account to any AI agent and unlock the full power of Open Gateway / CAMARA-compliant network APIs through natural conversation.
LlamaIndex agents combine AT&T 5G tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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
- Number Verify -- Silently confirm a user's phone number matches their current device without SMS OTP friction
- Device Location -- Get approximate geographic positioning via network-based cell tower triangulation (with user consent)
- SIM Swap Detection -- Detect recent SIM card changes to prevent account takeovers and fraud before they happen
- Quality on Demand -- Request guaranteed network profiles (low latency, high throughput, reliable transmission) for critical sessions
- Network Slicing -- Provision, monitor, and decommission dedicated 5G network slices with custom SLA parameters for enterprise use
- Roaming Status -- Check if a device is roaming on a foreign network and apply correct billing or routing rules
- Session Auditing -- List active and historical QoD sessions to audit premium service consumption
The AT&T 5G MCP Server exposes 9 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 5G to LlamaIndex via MCP
Follow these steps to integrate the AT&T 5G 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 9 tools from AT&T 5G
Why Use LlamaIndex with the AT&T 5G MCP Server
LlamaIndex provides unique advantages when paired with AT&T 5G through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine AT&T 5G tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain AT&T 5G tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query AT&T 5G, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what AT&T 5G tools were called, what data was returned, and how it influenced the final answer
AT&T 5G + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the AT&T 5G MCP Server delivers measurable value.
Hybrid search: combine AT&T 5G real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query AT&T 5G 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 5G for fresh data
Analytical workflows: chain AT&T 5G queries with LlamaIndex's data connectors to build multi-source analytical reports
AT&T 5G MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect AT&T 5G to LlamaIndex via MCP:
check_roaming_status
Use this to apply correct billing rates, trigger roaming alerts, or optimize routing for international travelers. Check if a device is currently roaming on a foreign network
check_sim_swap
Returns days since last swap or a boolean indicating recent activity. Use this to block account takeovers attempts, verify identity before password resets, or trigger step-up authentication. Detect if a SIM card has been swapped recently for fraud prevention
create_network_slice
Requires slice name, SLA profile, and target device group. Returns slice ID and provisioning status. Use this for IoT deployments, private enterprise networks, or guaranteed performance applications. Provision a new dedicated 5G network slice for an enterprise use case
delete_network_slice
Requires slice ID. Use this to clean up unused slices, reduce costs, or retire temporary deployments. Decommission and delete an existing 5G network slice
get_device_location
Requires user consent per CAMARA standards. Returns latitude, longitude, and accuracy radius in meters. Use this for geo-fencing, localized content delivery, or emergency services routing. Do not use for precise GPS tracking. Get approximate geographic location of an AT&T 5G device
get_network_slice_info
Includes SLA parameters, allocated resources, and connected devices. Use this to monitor slice health or verify enterprise SLA compliance. Get details of a specific 5G network slice
list_network_sessions
Use this to audit network usage, track premium service consumption, or troubleshoot active sessions. List active and historical network QoD sessions
request_quality_on_demand
Choose profiles like "low_latency" (gaming/VR), "high_throughput" (video), or "reliable_transmission" (IoT). Returns session ID and active duration. Use this to optimize real-time applications, prioritize critical downloads, or enhance remote worker connectivity. Request guaranteed network quality (low latency/high bandwidth) for a session
verify_number
Eliminates SMS OTP friction. Requires the phone number in E.164 format (e.g., +12125551234). Returns verification status and confidence score. Use this for seamless user onboarding, secure login, or fraud prevention. Silently verify a user's phone number without SMS OTP
Example Prompts for AT&T 5G in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with AT&T 5G immediately.
"Check if the phone number +12125551234 had a SIM swap in the last 7 days."
"Create a low-latency network slice called 'TradingFloor-Prime' for our enterprise deployment."
"Verify the phone number +14155559876 for user login without sending an SMS code."
Troubleshooting AT&T 5G MCP Server with LlamaIndex
Common issues when connecting AT&T 5G to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpAT&T 5G + LlamaIndex FAQ
Common questions about integrating AT&T 5G 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 5G 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.
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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 5G to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.