AT&T 5G MCP Server for LangChain 9 tools — connect in under 2 minutes
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.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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())
* 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.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
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.
The largest ecosystem of integrations, chains, and agents. combine AT&T 5G MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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.
RAG with live data: combine AT&T 5G tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query AT&T 5G, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain AT&T 5G tools with web scrapers, databases, and calculators in a single agent run
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:
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 LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting AT&T 5G to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersAT&T 5G + LangChain FAQ
Common questions about integrating AT&T 5G MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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.
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 5G to LangChain
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.
