Can I respond to customer reviews directly using the AI agent?

Yes! Use the `create_review_reply` tool. You can ask the AI to draft a professional response to a specific review and post it to your profile instantly.

How do I update my business hours for a specific holiday?

You can use the `update_business_hours` tool. Simply provide the new hours object for the target location ID, and the agent will update your profile across Google Search and Maps.

Can I see how many people clicked 'Call' or 'Directions' on my profile?

Yes. The `getLocationInsights` tool retrieves daily metrics, including actions like phone calls, direction requests, and website clicks initiated from your Google Business Profile.

Google Business Profile MCP Server for Pydantic AI 12 tools — connect in under 2 minutes

Name: Google Business Profile
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 12 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Google Business Profile through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Google Business Profile "
            "(12 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Google Business Profile?"
    )
    print(result.data)

asyncio.run(main())

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 Google Business Profile MCP Server

Connect your Google Business Profile (formerly Google My Business) account to your AI agent and take control of your local SEO and customer engagement. Use natural language to monitor reviews, reply to feedback, and update your business information across Google Search and Maps.

Pydantic AI validates every Google Business Profile tool response against typed schemas, catching data inconsistencies at build time. Connect 12 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Location Management — List and inspect all your business locations, including store codes and operating hours
Review Monitoring & Replies — Fetch recent customer reviews and draft or post replies directly through the chat
Local Posts — List and create updates, events, or offers to keep your customers informed and engaged
Insights & Performance — Retrieve performance metrics to understand how customers find and interact with your business
Q&A Engagement — Monitor customer questions and provide official answers to improve your profile's helpfulness

The Google Business Profile MCP Server exposes 12 tools through the Vinkius. Connect it to Pydantic AI 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 Google Business Profile to Pydantic AI via MCP

Follow these steps to integrate the Google Business Profile MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

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 12 tools from Google Business Profile with type-safe schemas

Why Use Pydantic AI with the Google Business Profile MCP Server

Pydantic AI provides unique advantages when paired with Google Business Profile through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Google Business Profile integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Google Business Profile connection logic from agent behavior for testable, maintainable code

Google Business Profile + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Google Business Profile MCP Server delivers measurable value.

Type-safe data pipelines: query Google Business Profile with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Google Business Profile tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Google Business Profile and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Google Business Profile responses and write comprehensive agent tests

Google Business Profile MCP Tools for Pydantic AI (12)

These 12 tools become available when you connect Google Business Profile to Pydantic AI via MCP:

answer_question

Provide an answer to a customer question

create_review_reply

Reply to a customer review

get_location_details

Get detailed info for a specific location

get_location_insights

Fetch performance metrics for a location

get_review

Get details of a specific review

get_verification_status

Check verification status for a location

list_accounts

List managed Google Business accounts

list_local_posts

List posts (updates, events, offers) for a location

list_locations

List business locations managed by the account

list_questions

List customer questions for a location

list_reviews

Fetch reviews for a location

update_business_hours

Change business operating hours

Example Prompts for Google Business Profile in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Google Business Profile immediately.

"Show me the 5 most recent reviews for my downtown location."

"Create a post about our 20% discount this weekend."

"What were the most common search terms used to find us last month?"

Troubleshooting Google Business Profile MCP Server with Pydantic AI

Common issues when connecting Google Business Profile to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Google Business Profile + Pydantic AI FAQ

Common questions about integrating Google Business Profile MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Google Business Profile MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.