How to Use the Google Business Profile MCP in AutoGen

Q: How can my agents track store performance metrics?

Your agents can call getlocationinsights during their planning phase to analyze search trends and adjust their posting strategy.

Deploy AutoGen agents to debate, draft, and approve Google Business Profile reviews and updates before posting live.

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Connect Google Business Profile MCP to AutoGen

Create your Vinkius account to connect Google Business Profile to AutoGen 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 Google Business Profile with AutoGen

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Consensus-driven Google Business Profile management

Build a multi-agent team in AutoGen to manage your storefronts using this MCP Server. One agent uses `list_reviews` to pull new feedback, while a writer agent drafts a response. A third editor agent reviews the draft against your brand guidelines before triggering `create_review_reply`. This collaborative debate ensures you never post a robotic or inappropriate response to a customer.

Collaborative hours and verification management

Let your AutoGen agents coordinate operational updates across multiple locations. A coordinator agent calls `list_locations` to map out your stores, while a checker agent runs `get_verification_status` on each. When hours need to change, the agents debate the impact on local search visibility, analyze metrics via `get_location_insights`, and finally call `update_business_hours` once they agree on the plan.

Multi-agent local post optimization with an MCP Server

Run an AutoGen conversation to plan your local marketing campaigns. One agent pulls previous updates using `list_local_posts`, while another checks unanswered customer queries with `list_questions`. They collaborate to draft new promotional posts that address actual customer questions, ensuring your local posts are highly relevant and driven by actual storefront demand.

Setup guide

Set up Google Business Profile MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Google Business Profile tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Google Business Profile_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Google Business Profile data")
print(result.messages[-1].content)

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Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Google Business Profile_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Google Business Profile data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Google Business Profile. 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 Google Business Profile MCP in AutoGen

Register the MCP tools with your AssistantAgent using the AutoGen extension. This lets your agents call tools like `list_locations` during their group chats.

Yes, you can set up a conversation where one agent retrieves the review via `get_review` and another uses `create_review_reply` only after a supervisor agent approves the text.

You can configure your AutoGen group chat to require human-in-the-loop approval before executing write operations like `update_business_hours` or `answer_question`.

Your agents can call `get_location_insights` during their planning phase to analyze search trends and adjust their posting strategy.

All communication with the MCP Server occurs through a zero-trust, ephemeral sandbox. Your location insights and customer Q&As are processed in memory and never stored on the Vinkius platform.

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