360dialog MCP Server for LangChainGive LangChain instant access to 10 tools to Check 360dialog Status, Check Contacts, Get Media, and more
LangChain is the leading Python framework for composable LLM applications. Connect 360dialog 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 App Connector for LangChain
The 360dialog app connector for LangChain is a standout in the Communication Messaging category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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({
"360dialog": {
"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 360dialog, 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 360dialog MCP Server
Connect your 360dialog WhatsApp Business API to any AI agent and manage your entire messaging workflow through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with 360dialog through native MCP adapters. Connect 10 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
- Text Messaging — Send individual WhatsApp messages to any phone number in international format
- Template Messages — Send pre-approved template messages with language targeting for marketing and transactional flows
- Media Messages — Send images, videos, documents, and audio files directly to WhatsApp contacts
- Template Management — List all approved message templates and inspect individual template details and components
- Contact Verification — Check whether phone numbers are registered on WhatsApp before sending campaigns
- Media Uploads — Upload media files to the WhatsApp cloud for reuse across multiple messages
- Webhook Configuration — Set the callback URL where incoming messages and delivery status updates are received
- Health Monitoring — Verify API connectivity and account health in real time
The 360dialog MCP Server exposes 10 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.
All 10 360dialog tools available for LangChain
When LangChain connects to 360dialog through Vinkius, your AI agent gets direct access to every tool listed below — spanning whatsapp-api, business-messaging, customer-engagement, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify API connectivity
Check WhatsApp contacts
Get media file details
Get template details
List all message templates
Provide the media type and URL. Send a media message
Provide the recipient number in international format. Send a WhatsApp text message
Requires the template name and language code. Send a template message
Configure webhook URL
Upload media for messaging
Connect 360dialog to LangChain via MCP
Follow these steps to wire 360dialog into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the 360dialog MCP Server
LangChain provides unique advantages when paired with 360dialog through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine 360dialog 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 360dialog queries for multi-turn workflows
360dialog + LangChain Use Cases
Practical scenarios where LangChain combined with the 360dialog MCP Server delivers measurable value.
RAG with live data: combine 360dialog tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query 360dialog, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain 360dialog tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every 360dialog tool call, measure latency, and optimize your agent's performance
Example Prompts for 360dialog in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with 360dialog immediately.
"Send a WhatsApp message to +5511999999999 saying 'Your order has been shipped'."
"List all my approved WhatsApp message templates."
"Check if these numbers have WhatsApp: +5511988888888, +5511977777777."
Troubleshooting 360dialog MCP Server with LangChain
Common issues when connecting 360dialog to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adapters360dialog + LangChain FAQ
Common questions about integrating 360dialog 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.