WA Smart Business MCP Server for LlamaIndexGive LlamaIndex instant access to 7 tools to Create Contact, Get Contact, List Agents, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add WA Smart Business 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 WA Smart Business app connector for LlamaIndex is a standout in the Communication Messaging category — giving your AI agent 7 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 WA Smart Business. "
"You have 7 tools available."
),
)
response = await agent.run(
"What tools are available in WA Smart Business?"
)
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 WA Smart Business MCP Server
Connect your WA Smart Business account to any AI agent and simplify your WhatsApp automation and customer engagement through natural conversation.
LlamaIndex agents combine WA Smart Business tool responses with indexed documents for comprehensive, grounded answers. Connect 7 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
- Contact Management — List all customers, retrieve detailed profile metadata, and create new contacts programmatically
- Messaging & Outreach — Send text messages or templates to recipients and monitor delivery through your agent
- Group & Agent Tracking — List managed WhatsApp groups and configured support agents to understand your organization
- Template catalog — Query available pre-approved message templates for quick outreach
The WA Smart Business MCP Server exposes 7 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 7 WA Smart Business tools available for LlamaIndex
When LlamaIndex connects to WA Smart Business through Vinkius, your AI agent gets direct access to every tool listed below — spanning whatsapp-automation, bulk-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.
Create a new WhatsApp contact
Get details for a specific contact
List support agents
List WA Smart Business contacts
List WhatsApp groups
List message templates
Send a WhatsApp message
Connect WA Smart Business to LlamaIndex via MCP
Follow these steps to wire WA Smart Business 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 WA Smart Business MCP Server
LlamaIndex provides unique advantages when paired with WA Smart Business through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine WA Smart Business tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain WA Smart Business tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query WA Smart Business, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what WA Smart Business tools were called, what data was returned, and how it influenced the final answer
WA Smart Business + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the WA Smart Business MCP Server delivers measurable value.
Hybrid search: combine WA Smart Business real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query WA Smart Business 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 WA Smart Business for fresh data
Analytical workflows: chain WA Smart Business queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for WA Smart Business in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with WA Smart Business immediately.
"Add a new lead named 'Carlos Oliveira' with phone '+5511987654321' to our WA Smart Business contacts, and send him a welcome message saying our team will contact him shortly."
"Retrieve all pre-approved WhatsApp message templates we can use for the upcoming holiday promotion."
"List all active WhatsApp support groups we currently manage through the platform."
Troubleshooting WA Smart Business MCP Server with LlamaIndex
Common issues when connecting WA Smart Business to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWA Smart Business + LlamaIndex FAQ
Common questions about integrating WA Smart Business MCP Server with LlamaIndex.