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SetSmart MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Add Tag To Contact, Create Contact, Delete Contact, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add SetSmart 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 MCP Server for LlamaIndex

The SetSmart MCP Server for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 10 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python
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 SetSmart. "
            "You have 10 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in SetSmart?"
    )
    print(response)

asyncio.run(main())
SetSmart
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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 SetSmart MCP Server

Connect your SetSmart account to any AI agent and take full control of your multi-channel customer engagement and contact orchestration through natural conversation. SetSmart provides a robust platform for managing business communications via WhatsApp and SMS, and this integration allows you to retrieve contact metadata, send automated messages, and manage tags directly from your chat interface.

LlamaIndex agents combine SetSmart 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

  • Contact & Lead Orchestration — List all managed contacts and retrieve detailed profile metadata, including creating and updating records programmatically.
  • Multi-Channel Messaging — Send instant WhatsApp and SMS messages to individual customers directly from the AI interface to streamline your outreach.
  • Tag & Segment Control — List and manage tags to keep your audience segments organized and ensure your communication is properly targeted.
  • Webhook & Automation Oversight — Access and monitor system webhooks to ensure your conversational data is always synchronized with your business stack.
  • Operational Monitoring — Track contact activity and manage message logs via natural language commands to ensure reliable customer interactions.

The SetSmart MCP Server exposes 10 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 10 SetSmart tools available for LlamaIndex

When LlamaIndex connects to SetSmart through Vinkius, your AI agent gets direct access to every tool listed below — spanning whatsapp-api, sms-marketing, customer-engagement, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

add

Add tag to contact on SetSmart

Add a tag to a contact

create

Create contact on SetSmart

Create a new contact

delete

Delete contact on SetSmart

Delete a contact

get

Get contact on SetSmart

Get contact details by ID

list

List contacts on SetSmart

List all contacts

list

List tags on SetSmart

List all tags

list

List webhooks on SetSmart

List all webhooks

send

Send sms message on SetSmart

Send an SMS message

send

Send whatsapp message on SetSmart

Send a WhatsApp message

update

Update contact on SetSmart

Update an existing contact

Connect SetSmart to LlamaIndex via MCP

Follow these steps to wire SetSmart into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 10 tools from SetSmart

Why Use LlamaIndex with the SetSmart MCP Server

LlamaIndex provides unique advantages when paired with SetSmart through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine SetSmart tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain SetSmart tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query SetSmart, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what SetSmart tools were called, what data was returned, and how it influenced the final answer

SetSmart + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the SetSmart MCP Server delivers measurable value.

01

Hybrid search: combine SetSmart real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query SetSmart to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying SetSmart for fresh data

04

Analytical workflows: chain SetSmart queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for SetSmart in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with SetSmart immediately.

01

"List all contacts tagged as 'High Priority' in SetSmart."

02

"Send a WhatsApp message to +1234567890 saying 'Hello, your appointment is confirmed'."

03

"Get the complete details for contact ID 98765."

Troubleshooting SetSmart MCP Server with LlamaIndex

Common issues when connecting SetSmart to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

SetSmart + LlamaIndex FAQ

Common questions about integrating SetSmart MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query SetSmart tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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