DoubleTick MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add DoubleTick 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
Vinkius supports streamable HTTP and SSE.
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 DoubleTick. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in DoubleTick?"
)
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 DoubleTick MCP Server
Integrate DoubleTick, the official WhatsApp Business API-powered marketing and CRM platform, directly into your AI workflow. Manage your customer conversations, track contacts and opt-in statuses, monitor message delivery and templates, and oversee your team activity using natural language.
LlamaIndex agents combine DoubleTick 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
- Conversation Oversight — List and retrieve detailed information and status for all your WhatsApp customer conversations.
- Contact Intelligence — Monitor contact profiles, phone numbers, and opt-in statuses across your organization.
- Messaging Intelligence — Monitor real-time message delivery statuses, approved templates, and interaction history via chat.
- Fulfillment Auditing — Retrieve high-level summaries of messaging activity, success rates, and active in-progress communications.
The DoubleTick 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.
How to Connect DoubleTick to LlamaIndex via MCP
Follow these steps to integrate the DoubleTick MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from DoubleTick
Why Use LlamaIndex with the DoubleTick MCP Server
LlamaIndex provides unique advantages when paired with DoubleTick through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine DoubleTick tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain DoubleTick tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query DoubleTick, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what DoubleTick tools were called, what data was returned, and how it influenced the final answer
DoubleTick + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the DoubleTick MCP Server delivers measurable value.
Hybrid search: combine DoubleTick real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query DoubleTick 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 DoubleTick for fresh data
Analytical workflows: chain DoubleTick queries with LlamaIndex's data connectors to build multi-source analytical reports
DoubleTick MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect DoubleTick to LlamaIndex via MCP:
get_contact_details
Get detailed profile and conversation status for a specific contact
get_doubletick_account_metadata
Retrieve metadata and limits for your DoubleTick account
list_approved_templates
List all approved WhatsApp message templates in your account
list_conversation_messages
List messages from a specific conversation
list_latest_whatsapp_messages
Identify the most recently received or sent messages across all conversations
list_opted_in_contacts
Identify contacts that have explicitly opted in for WhatsApp communications
list_whatsapp_contacts
List all contacts registered in your DoubleTick account
quick_whatsapp_volume_audit
Retrieve a high-level summary of messaging activity and success rates
search_contacts_by_keyword
Search for contacts using a name keyword or phone number
send_whatsapp_template
Send a pre-approved WhatsApp template message
Example Prompts for DoubleTick in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with DoubleTick immediately.
"List all our WhatsApp contacts."
"Show me the approved WhatsApp templates."
"Search for contact with phone number '+1 555-4444'."
Troubleshooting DoubleTick MCP Server with LlamaIndex
Common issues when connecting DoubleTick to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDoubleTick + LlamaIndex FAQ
Common questions about integrating DoubleTick MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect DoubleTick with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect DoubleTick to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.