Bridge Data Output Connector for AI agents.
10 live capabilities
Access MLS listings and property details for real estate market research.
Waiting for input…
Why people use Bridge Data Output
Bridge Data Output for Real Estate MLS Data Analysis
With this Connector, you just ask your agent to find every home in a specific city over a certain price. It pulls the data, media links, and metadata instantly. You get a clean summary in your chat instead of a messy spreadsheet.
What Vinkius changes
You get a direct, conversational interface to massive real estate datasets.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Market Report Generation
An analyst asks for properties in Miami over $1M to build a report.
- Real-world use case 02
Property Deep Dive
A buyer wants to know the history and specs of a specific home.
- Real-world use case 03
Lead Scraping
A recruiter needs to find all agents in a specific MLS.
Complete set · 10capabilities
The complete Bridge Data Output capability set.
These are the exact actions your AI can choose when you ask it to work with Bridge Data Output.
01—04
4 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 01 Capability
Get dataset metadata
See the schema for a specific dataset to understand what data points are available. This helps you know exactly what your agent can query.
- 02 Capability
List data systems
See every MLS and data system your account has permission to access. It gives you an overview of your available data sources.
- 03 Capability
List media
Get links to high-resolution photos and virtual tours from a specific dataset. This saves you from hunting for media links manually.
- 04 Capability
List members
Find all agents associated with a specific real estate dataset. It's a fast way to pull member information for a specific area.
05—07
3 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 05 Capability
List offices
View the list of real estate offices tied to a specific data system. This helps identify the key players in a dataset.
- 06 Capability
Search properties by city
Find properties in a specific city based on your natural language request. This is the fastest way to scout a new geographic area.
- 07 Capability
Search properties by price
Filter for properties that meet your specific price floor. Use this to narrow down high-value opportunities quickly.
08—10
3 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 08 Capability
Get property
Pull the full details and metadata for a single property listing. Use this to get specific facts about a home.
- 09 Capability
List properties
Pull a list of properties from a specific dataset for a broader overview. Use this to see what's currently available in a set.
- 10 Capability
List recent listings
See the most recently modified properties to track new market activity. It's perfect for staying on top of new inventory.
Set up in minutes
One URL. Then ask Bridge Data Output to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Bridge Data Output from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Bridge Data Output, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Bridge Data Output for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Bridge Data Output URL.
- Step 03
Save and start
Save the connection and enable Bridge Data Output in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"bridge-data-output": {
"url": "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Bridge Data Output
Open Agent mode in chat and ask: "Using Bridge Data Output, help me...". 10 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"bridge-data-output": {
"url": "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Bridge Data Output
Ask Copilot: "Using Bridge Data Output, help me...". 10 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"bridge-data-output": {
"url": "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Bridge Data Output
Open Cascade and ask: "Using Bridge Data Output, help me...". 10 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"bridge-data-output": {
"url": "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Bridge Data Output
Ask Cline: "Using Bridge Data Output, help me...". 10 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add bridge-data-output --transport http "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Bridge Data Output
Ask Claude: "Using Bridge Data Output, show me...". 10 tools are ready
Where the request belongs
Work Bridge Data Output can move forward.
Real estate analysts who need to aggregate data quickly, investment teams hunting for specific price points, and developers testing data structures.
Real Estate Analyst
Pulls listing data for market reports instead of manual dashboard exports on Tuesday afternoons.
Investment Team Member
Monitors specific areas and price ranges for new opportunities using natural language queries.
App Developer
Verifies data structures and query logic for real estate applications without writing manual API calls.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
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Luxury Presence
Showcase luxury real estate listings with stunning IDX websites, lead capture, and branding capabilities built for premium agents.
kvCORE
Manage real estate leads. search contacts, track listings, and audit agent tasks.
Zillow
Access real estate data, Zestimates, and property details directly from Zillow. search addresses, get valuations, and analyze market trends.
Bring your own AI
Change the model, client or framework. Keep Bridge Data Output connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Bridge Data Output.
The practical details behind the request, access and result.
What can I do with Bridge Data Output?
You can use it to query MLS listings, find specific property details, and pull agent or office information directly into your AI agent.
Can Bridge Data Output find properties by city?
Yes, it can search for properties in a specific city using natural language, making it easy to scout new markets quickly.
How do I get property photos with Bridge Data Output?
The Connector can pull links to high-resolution photos and virtual tours for listings, so you can view media without leaving your chat.
Can I see agent info using Bridge Data Output?
Yes, it can list real estate members and offices associated with specific datasets to help you identify key contacts.
Does Bridge Data Output work with my Bridge API key?
It connects directly to your Bridge Interactive account using your Bearer token, allowing your agent to access your specific data systems.
Can I use Bridge Data Output for market research?
It's designed for that. It helps you gather listing data, track recent modifications, and analyze price points for market reports.
Can I filter listings by a specific price range?
Yes! Use the search_properties_by_price capability and provide the minimum price. You can also use the list_properties capability 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 capability with the Dataset ID. It will retrieve the media associated with the properties, providing URLs for images and virtual tours.
One connection away
Give your agent a direct line to Bridge Data Output.
Connect Bridge Data Output once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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