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AT&T 5G MCP Server for LangChain 9 tools — connect in under 2 minutes

Built by Vinkius GDPR 9 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect AT&T 5G through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "att-5g": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using AT&T 5G, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
AT&T 5G
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 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.

LangChain's ecosystem of 500+ components combines seamlessly with AT&T 5G through native MCP adapters. Connect 9 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

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 LangChain 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 LangChain via MCP

Follow these steps to integrate the AT&T 5G MCP Server with LangChain.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save the code and run python agent.py

04

Explore tools

The agent discovers 9 tools from AT&T 5G via MCP

Why Use LangChain with the AT&T 5G MCP Server

LangChain provides unique advantages when paired with AT&T 5G through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine AT&T 5G MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across AT&T 5G queries for multi-turn workflows

AT&T 5G + LangChain Use Cases

Practical scenarios where LangChain combined with the AT&T 5G MCP Server delivers measurable value.

01

RAG with live data: combine AT&T 5G tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query AT&T 5G, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain AT&T 5G tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every AT&T 5G tool call, measure latency, and optimize your agent's performance

AT&T 5G MCP Tools for LangChain (9)

These 9 tools become available when you connect AT&T 5G to LangChain via MCP:

01

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

02

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

03

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

04

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

05

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

06

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

07

list_network_sessions

Use this to audit network usage, track premium service consumption, or troubleshoot active sessions. List active and historical network QoD sessions

08

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

09

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 LangChain

Ready-to-use prompts you can give your LangChain agent to start working with AT&T 5G immediately.

01

"Check if the phone number +12125551234 had a SIM swap in the last 7 days."

02

"Create a low-latency network slice called 'TradingFloor-Prime' for our enterprise deployment."

03

"Verify the phone number +14155559876 for user login without sending an SMS code."

Troubleshooting AT&T 5G MCP Server with LangChain

Common issues when connecting AT&T 5G to LangChain through the Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

AT&T 5G + LangChain FAQ

Common questions about integrating AT&T 5G MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

Connect AT&T 5G to LangChain

Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.