Can I filter listings by a specific price range?

Yes! Use the `search_properties_by_price` tool and provide the minimum price. You can also use the `list_properties` tool with a custom OData `$filter` for more complex criteria.

How do I see which MLS datasets I have access to?

Simply ask the agent to `list_data_systems`. It will return a list of all data sources currently enabled for your server token.

Does the integration provide access to property photos?

Yes. Use the `list_media` tool with the Dataset ID. It will retrieve the media associated with the properties, providing URLs for images and virtual tours.

Bridge Data Output MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Bridge Data Output
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 Bridge Data Output as an MCP tool provider through the 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="bridge_data_output_agent",
            tools=tools,
            system_message=(
                "You help users with Bridge Data Output. "
                "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 Bridge Data Output MCP Server

Connect your Bridge Interactive (Zillow Group) account to any AI agent and orchestrate your real estate research, listing analysis, and market data workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Bridge Data Output tools. Connect 10 tools through the 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

Listing Oversight — Browse thousands of real estate listings (properties) from various MLS datasets with advanced OData filtering.
Property Deep Dives — Retrieve detailed metadata for specific properties, including physical characteristics and historical values.
Directory Access — List real estate members (agents) and offices associated with specific datasets.
Media Management — Access links to high-resolution photos, virtual tours, and media associated with property listings.
Market Analysis — Search for properties by city, price range, or recent modifications to track market trends.
Dataset Discovery — List all available data systems (MLSs) your application has access to.

The Bridge Data Output 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 Bridge Data Output to AutoGen via MCP

Follow these steps to integrate the Bridge Data Output 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 Bridge Data Output automatically

Why Use AutoGen with the Bridge Data Output MCP Server

AutoGen provides unique advantages when paired with Bridge Data Output through the Model Context Protocol.

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

Role-based architecture lets you assign Bridge Data Output 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 Bridge Data Output tool calls

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

Bridge Data Output + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Bridge Data Output MCP Server delivers measurable value.

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

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

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

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

Bridge Data Output MCP Tools for AutoGen (10)

These 10 tools become available when you connect Bridge Data Output to AutoGen via MCP:

get_dataset_metadata

Get schema metadata for a specific dataset

get_property

Get details of a specific property

list_data_systems

List all available real estate data systems (MLSs)

list_media

List media (photos/videos) from a dataset

list_members

List real estate agents (members) from a dataset

list_offices

List real estate offices from a dataset

list_properties

List properties from a specific dataset

list_recent_listings

List the most recently modified properties

search_properties_by_city

Search for properties in a specific city

search_properties_by_price

Search for properties above a specific price

Example Prompts for Bridge Data Output in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Bridge Data Output immediately.

"List all real estate data systems I can access."

"Search for properties in Miami with a price over $1,000,000."

"Get details for property listing key 12345-6789."

Troubleshooting Bridge Data Output MCP Server with AutoGen

Common issues when connecting Bridge Data Output to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

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

Bridge Data Output + AutoGen FAQ

Common questions about integrating Bridge Data Output 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 Bridge Data Output 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.