Zenvia Conversion MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Create Lead, Get Account, Get Prospect, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Zenvia Conversion 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 Zenvia Conversion app connector 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.
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 Zenvia Conversion. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Zenvia Conversion?"
)
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 Zenvia Conversion MCP Server
Connect your Zenvia Conversion (formerly Sirena) account to any AI agent to automate your sales and support workflows. Manage leads, send WhatsApp messages, and track interactions through natural conversation.
LlamaIndex agents combine Zenvia Conversion 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
- Lead Management — Create and manage leads from multiple sources and track their conversion into prospects.
- WhatsApp Messaging — Send free-text messages to active conversations or initiate new ones using HSM templates.
- Team Coordination — List agents, groups, and labels to maintain a clear overview of your team's structure and assignments.
- Interaction History — View full interaction logs and histories for any prospect to maintain context across your sales pipeline.
- Workflow Automation — Streamline repetitive tasks like lead creation and follow-ups using natural language commands.
The Zenvia Conversion 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 Zenvia Conversion tools available for LlamaIndex
When LlamaIndex connects to Zenvia Conversion through Vinkius, your AI agent gets direct access to every tool listed below — spanning whatsapp-api, lead-management, conversational-sales, 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.
You can include contact details and an initial message (comment). Create a new lead in Zenvia Conversion
Get account information
Get detailed information about a specific prospect
List agents in the account
List agent groups
List interactions for a prospect
List labels
List all prospects in Zenvia Conversion
Send a message to a prospect
Send a message template (HSM) to a prospect
Connect Zenvia Conversion to LlamaIndex via MCP
Follow these steps to wire Zenvia Conversion 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 Zenvia Conversion MCP Server
LlamaIndex provides unique advantages when paired with Zenvia Conversion through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Zenvia Conversion tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Zenvia Conversion tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Zenvia Conversion, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Zenvia Conversion tools were called, what data was returned, and how it influenced the final answer
Zenvia Conversion + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Zenvia Conversion MCP Server delivers measurable value.
Hybrid search: combine Zenvia Conversion real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Zenvia Conversion 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 Zenvia Conversion for fresh data
Analytical workflows: chain Zenvia Conversion queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Zenvia Conversion in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Zenvia Conversion immediately.
"List all active prospects in Zenvia Conversion."
"Create a new lead for 'Alice' with phone +5511988887777."
Troubleshooting Zenvia Conversion MCP Server with LlamaIndex
Common issues when connecting Zenvia Conversion to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpZenvia Conversion + LlamaIndex FAQ
Common questions about integrating Zenvia Conversion MCP Server with LlamaIndex.