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Zenvia Conversion MCP Server for AutoGenGive AutoGen instant access to 10 tools to Create Lead, Get Account, Get Prospect, and more

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Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Zenvia Conversion as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Ask AI about this App Connector for AutoGen

The Zenvia Conversion app connector for AutoGen 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

python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="zenvia_conversion_agent",
            tools=tools,
            system_message=(
                "You help users with Zenvia Conversion. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Zenvia Conversion
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
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 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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Zenvia Conversion tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen

When AutoGen 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.

create_lead

You can include contact details and an initial message (comment). Create a new lead in Zenvia Conversion

get_account

Get account information

get_prospect

Get detailed information about a specific prospect

list_agents

List agents in the account

list_groups

List agent groups

list_interactions

List interactions for a prospect

list_labels

List labels

list_prospects

List all prospects in Zenvia Conversion

send_message

Send a message to a prospect

send_template

Send a message template (HSM) to a prospect

Connect Zenvia Conversion to AutoGen via MCP

Follow these steps to wire Zenvia Conversion into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration
04

Explore tools

The workbench discovers 10 tools from Zenvia Conversion automatically

Why Use AutoGen with the Zenvia Conversion MCP Server

AutoGen provides unique advantages when paired with Zenvia Conversion through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Zenvia Conversion tools to solve complex tasks

02

Role-based architecture lets you assign Zenvia Conversion tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Zenvia Conversion tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Zenvia Conversion tool responses in an isolated environment

Zenvia Conversion + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Zenvia Conversion MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Zenvia Conversion while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Zenvia Conversion, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Zenvia Conversion data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Zenvia Conversion responses in a sandboxed execution environment

Example Prompts for Zenvia Conversion in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Zenvia Conversion immediately.

01

"List all active prospects in Zenvia Conversion."

02

"Create a new lead for 'Alice' with phone +5511988887777."

Troubleshooting Zenvia Conversion MCP Server with AutoGen

Common issues when connecting Zenvia Conversion to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Zenvia Conversion + AutoGen FAQ

Common questions about integrating Zenvia Conversion MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Zenvia Conversion tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.