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 Google ADK 10 tools — connect in under 2 minutes

Name: Bridge Data Output
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 Bridge Data Output 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="bridge_data_output_agent",
    instruction=(
        "You help users interact with Bridge Data Output "
        "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 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.

Google ADK natively supports Bridge Data Output 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

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 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 Bridge Data Output to Google ADK via MCP

Follow these steps to integrate the Bridge Data Output 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 Bridge Data Output via MCP

Why Use Google ADK with the Bridge Data Output MCP Server

Google ADK provides unique advantages when paired with Bridge Data Output 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 Bridge Data Output

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 Bridge Data Output tools with BigQuery, Vertex AI, and Cloud Functions

Bridge Data Output + Google ADK Use Cases

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

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

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

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

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

Bridge Data Output MCP Tools for Google ADK (10)

These 10 tools become available when you connect Bridge Data Output to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Bridge Data Output + Google ADK FAQ

Common questions about integrating Bridge Data Output 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.