360dialog MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Check 360dialog Status, Check Contacts, Get Media, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add 360dialog as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The 360dialog app connector for LlamaIndex 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 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 360dialog. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in 360dialog?"
)
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 360dialog MCP Server
Connect your 360dialog WhatsApp Business API to any AI agent and manage your entire messaging workflow through natural conversation.
LlamaIndex agents combine 360dialog tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- 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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 LlamaIndex via MCP
Follow these steps to wire 360dialog into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the 360dialog MCP Server
LlamaIndex provides unique advantages when paired with 360dialog through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine 360dialog tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain 360dialog tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query 360dialog, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what 360dialog tools were called, what data was returned, and how it influenced the final answer
360dialog + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the 360dialog MCP Server delivers measurable value.
Hybrid search: combine 360dialog real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query 360dialog 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 360dialog for fresh data
Analytical workflows: chain 360dialog queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for 360dialog in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting 360dialog to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcp360dialog + LlamaIndex FAQ
Common questions about integrating 360dialog MCP Server with LlamaIndex.