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 AutoGen 10 tools — connect in under 2 minutes

Name: Bloomreach
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Bloomreach as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="bloomreach_agent",
            tools=tools,
            system_message=(
                "You help users with Bloomreach. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Bloomreach tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the Bloomreach MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Bloomreach automatically

Why Use AutoGen with the Bloomreach MCP Server

AutoGen provides unique advantages when paired with Bloomreach through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Bloomreach tools to solve complex tasks

Role-based architecture lets you assign Bloomreach tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Bloomreach tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Bloomreach tool responses in an isolated environment

Bloomreach + AutoGen Use Cases

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

Collaborative analysis: one agent queries Bloomreach while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Bloomreach, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Bloomreach data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Bloomreach responses in a sandboxed execution environment

Bloomreach MCP Tools for AutoGen (10)

These 10 tools become available when you connect Bloomreach to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

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

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Bloomreach + AutoGen FAQ

Common questions about integrating Bloomreach MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Bloomreach tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.