How to Use the Zenvia Conversion MCP in Google ADK

Q: How do I integrate Zenvia Conversion with Google ADK?

You use the McpToolset and pass it into your LlmAgent. Because this server is designed for enterprise agents, your agent can act directly on data already stored in BigQuery.

Q: Can I list all prospects using Zenvia Conversion and Google ADK?

Yes. The listprospects tool pulls a complete roster of every prospect you have in your account. It's designed to feed into long-context reasoning with Gemini models.

Q: Is sending a message template reliable with Zenvia Conversion and Google ADK?

The sendtemplate tool handles standardized (HSM) messaging reliably. Your agent can use this to ensure consistent communication across all contacts.

Q: Does the MCP Server help manage account access for Zenvia Conversion and Google ADK?

It does. The listagents tool lets your agent view who is authorized within the system, which helps keep track of user roles and permissions.

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Connect Zenvia Conversion MCP to Google ADK

Create your Vinkius account to connect Zenvia Conversion to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Zenvia Conversion with Google ADK

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Initial Lead Creation

To build a new lead, call the `create_lead` tool. You just pass in contact details along with an initial comment or message. This process is straightforward and directly actionable by your agent. The server also lets you check existing records using `get_prospect`, giving the AI client full visibility into individual prospect profiles.

Tracking Communications

Agents can track communications history using `list_interactions` for any given prospect. You'll find the ability to send messages directly via `send_message`. For bulk communication, `send_template` handles standardized (HSM) messaging. Need more context? Check out the full scope of available tools like `get_account`, which gives a broad view of your entire Zenvia Conversion system.

Listing and Retrieving Data Sets

The MCP Server offers several listing functions, including `list_prospects` to get all records in the account. You can also see who's around using `list_agents` or check group structures with `list_groups`. These tools provide a clean data foundation for your agent. Passing these toolsets into LlmAgent allows your system to act on structured lists, not just single requests.

Setup guide

Set up Zenvia Conversion MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Zenvia Conversion tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Zenvia Conversion_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Zenvia Conversion tools via MCP.",
    tools=mcp_tools,
)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Zenvia Conversion. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Zenvia Conversion MCP in Google ADK

You use the `McpToolset` and pass it into your LlmAgent. Because this server is designed for enterprise agents, your agent can act directly on data already stored in BigQuery.

Yes. The `list_prospects` tool pulls a complete roster of every prospect you have in your account. It's designed to feed into long-context reasoning with Gemini models.

This server manages contact details, messages, and general prospect records within the Zenvia Conversion system. All of this activity is exposed as structured tools for your agent.

The `send_template` tool handles standardized (HSM) messaging reliably. Your agent can use this to ensure consistent communication across all contacts.

It does. The `list_agents` tool lets your agent view who is authorized within the system, which helps keep track of user roles and permissions.

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