Can I search for specific keywords within my product reviews?

Yes! Use the `search_reviews` tool and provide a text query. Your agent will search through your Bazaarvoice reviews and return those matching your search term.

How do I get the overall rating statistics for a product?

Simply use the `get_statistics` action with the target Product ID. It will return a summary of ratings, including average rating and distribution.

Does this integration allow me to post new answers to customer questions?

Currently, the toolset is read-only, focusing on retrieving and analyzing content (listing products, reviews, questions). Posting content is not supported in the current version to ensure content moderation workflows are respected.

Bazaarvoice MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Bazaarvoice
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Bazaarvoice as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="bazaarvoice_agent",
    instruction=(
        "You help users interact with Bazaarvoice "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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* 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 Bazaarvoice MCP Server

Connect your Bazaarvoice account to any AI agent and gain deep insights into your customer sentiment and product performance through natural conversation.

Google ADK natively supports Bazaarvoice as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Product Intelligence — List and inspect products to understand their market presence and metadata.
Review Analysis — Retrieve and search through customer reviews to identify trends, pain points, and success stories.
Q&A Management — Monitor customer questions and answers to ensure your audience is well-informed and engaged.
Category Oversight — Browse through product categories to understand your catalog structure.
Statistical Deep Dives — Fetch review statistics for specific products to quickly gauge overall customer satisfaction.

The Bazaarvoice MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK 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 Bazaarvoice to Google ADK via MCP

Follow these steps to integrate the Bazaarvoice MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Bazaarvoice via MCP

Why Use Google ADK with the Bazaarvoice MCP Server

Google ADK provides unique advantages when paired with Bazaarvoice through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Bazaarvoice

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Bazaarvoice tools with BigQuery, Vertex AI, and Cloud Functions

Bazaarvoice + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Bazaarvoice MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Bazaarvoice and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Bazaarvoice tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Bazaarvoice regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Bazaarvoice

Bazaarvoice MCP Tools for Google ADK (10)

These 10 tools become available when you connect Bazaarvoice to Google ADK via MCP:

get_product

Get specific product details

get_question

Get specific question details

get_review

Get specific review details

get_statistics

Get review statistics for a product

list_answers

List customer answers

list_categories

List product categories

list_products

List Bazaarvoice products

list_questions

List customer questions

list_reviews

List product reviews

search_reviews

Search reviews by text

Example Prompts for Bazaarvoice in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Bazaarvoice immediately.

"List all reviews for our best-selling product."

"Search for reviews mentioning 'battery life'."

"List current customer questions that need answers."

Troubleshooting Bazaarvoice MCP Server with Google ADK

Common issues when connecting Bazaarvoice to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Bazaarvoice + Google ADK FAQ

Common questions about integrating Bazaarvoice MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.