Can I send an SMS message directly from the AI chat?

Yes! Use the `send_sms` tool. Provide the sender number (one of your GoTo Connect numbers), the recipient's number, and the message body. The AI will send the text on your behalf.

How do I check my missed calls or voicemails?

First, you can use `get_me` to confirm your User ID. Then, use `get_call_records` to view your call history (including missed calls) or `list_voicemails` to see if anyone left a message.

Is it possible to lookup extensions for active users?

Yes. Using the directory management tools, you can actively search for any colleague by name or department to fetch their direct extension securely.

GoTo Connect MCP Server for LangChain 12 tools — connect in under 2 minutes

Name: GoTo Connect
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 12 Tools Framework

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

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({
        "goto-connect": {
            "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 GoTo Connect, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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 GoTo Connect MCP Server

Connect your GoTo Connect (formerly Jive) unified communications account to your AI agent and manage your business telephony directly from your workflow. Use natural language to query call histories, send and receive SMS messages, and manage your contacts without opening the GoTo desktop app.

LangChain's ecosystem of 500+ components combines seamlessly with GoTo Connect through native MCP adapters. Connect 12 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

Call Records (CDR) — Retrieve detailed call histories for specific users to audit activity or find a missed call
SMS Messaging — Send SMS messages to clients directly from the chat and retrieve conversation histories
Voicemail Management — List recent voicemails and check their transcription status
Device & User Management — Look up active users, their extension numbers, and the status of their assigned devices
Contact Management — Search through your company contacts and add new entries programmatically

The GoTo Connect MCP Server exposes 12 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 GoTo Connect to LangChain via MCP

Follow these steps to integrate the GoTo Connect 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 12 tools from GoTo Connect via MCP

Why Use LangChain with the GoTo Connect MCP Server

LangChain provides unique advantages when paired with GoTo Connect through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine GoTo Connect 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 GoTo Connect queries for multi-turn workflows

GoTo Connect + LangChain Use Cases

Practical scenarios where LangChain combined with the GoTo Connect MCP Server delivers measurable value.

RAG with live data: combine GoTo Connect tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query GoTo Connect, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain GoTo Connect tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every GoTo Connect tool call, measure latency, and optimize your agent's performance

GoTo Connect MCP Tools for LangChain (12)

These 12 tools become available when you connect GoTo Connect to LangChain via MCP:

create_contact

Create a new contact

get_call_record

Get details for a specific call record

get_call_records

List call records (history) for a user

get_me

Get details for the currently authenticated GoTo user

get_user

Get details for a specific user

get_voicemail

Get details for a specific voicemail

list_contacts

List a user's contacts

list_devices

List devices associated with a user

list_sms_messages

List SMS messages for a user

list_users

List GoTo Connect users

list_voicemails

List voicemails for a user

send_sms

Send an SMS message via GoTo Connect

Example Prompts for GoTo Connect in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with GoTo Connect immediately.

"Show my recent call records."

"Send a text from my number to +15551234567 saying 'Hi, our meeting is starting in 5 mins'."

"Check if an active voicemail remains for extension 202 unhandled."

Troubleshooting GoTo Connect MCP Server with LangChain

Common issues when connecting GoTo Connect to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

GoTo Connect + LangChain FAQ

Common questions about integrating GoTo Connect MCP Server with LangChain.

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.

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.