Can I check the items in a specific data catalog?

Yes! Use the `get_catalog_items` tool with the Catalog ID. Your agent will fetch the items and their metadata directly from your Bloomreach instance.

How do I see all the customer segments I have created?

Simply ask the agent to `list_segments` or `list_segmentations`. It will retrieve the definitions and names of the customer groups you've configured in the Engagement platform.

Does the integration allow exporting customer properties?

Yes. Use the `get_customer_properties` tool with a registered Customer ID. The agent will retrieve core properties like name and email based on your project configuration.

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

Name: Bloomreach
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 Bloomreach 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

Open in ChatGPT Open in Claude Open in Perplexity

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="bloomreach_agent",
    instruction=(
        "You help users interact with Bloomreach "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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 Bloomreach MCP Server

Connect your Bloomreach Engagement account to any AI agent and orchestrate your marketing automation and data workflows through natural conversation.

Google ADK natively supports Bloomreach 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

Catalog Oversight — List and retrieve items from your data catalogs to ensure product and metadata accuracy.
Campaign Management — Query and monitor marketing campaigns to track outreach and performance.
Customer Segmentation — Access and list customer segments and segmentations for targeted marketing analysis.
Event Tracking Discovery — List all tracked event types to understand your data collection footprint.
Attribute & Property Auditing — Retrieve configured customer attributes and catalog properties.
Webhook Monitoring — List configured webhooks to verify real-time data integrations.

The Bloomreach 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 Bloomreach to Google ADK via MCP

Follow these steps to integrate the Bloomreach 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 Bloomreach via MCP

Why Use Google ADK with the Bloomreach MCP Server

Google ADK provides unique advantages when paired with Bloomreach 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 Bloomreach

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 Bloomreach tools with BigQuery, Vertex AI, and Cloud Functions

Bloomreach + Google ADK Use Cases

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

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

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

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

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

Bloomreach MCP Tools for Google ADK (10)

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

get_catalog_items

Retrieve items from a specific data catalog

get_customer_properties

Export properties for a specific registered customer

list_attributes

List all customer attributes

list_campaigns

List all marketing campaigns

list_catalogs

List all Bloomreach data catalogs

list_event_types

List all tracked event types

list_properties

List all catalog properties

list_segmentations

List all customer segmentations

list_segments

List all customer segments

list_webhooks

List configured webhooks

Example Prompts for Bloomreach in Google ADK

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

"List all active marketing campaigns in Bloomreach."

"Show me the items in the 'Top Products' catalog."

"List all customer segments."

Troubleshooting Bloomreach MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Bloomreach + Google ADK FAQ

Common questions about integrating Bloomreach 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.