Give your AI the property intelligence to do more.
Bring trusted LightBox data into the AI tools you already use. Research properties, investigate ownership, explore parcels, and support due diligence through conversational and agentic workflows.
AI is only as useful as the trusted data behind it.
Commercial real estate research depends on reliable property information. But the data needed to understand a property, from ownership and parcel boundaries to transaction history and zoning, often lives across multiple sources.
LightBox MCP makes property intelligence accessible directly within compatible AI applications, giving your AI the context it needs to support research and analysis.
Ask questions in natural language, access available LightBox data, and keep working in your existing AI environment.
Put property intelligence to work.
Get a clearer picture of the property.
Bring together available property characteristics, transaction history, assessments, taxes, and zoning information to support due diligence, investment research, and appraisal workflows.
Investigate ownership with greater context.
Explore ownership information associated with individual properties and parcels to support acquisition research, prospecting, and preliminary site evaluation.
Explore the details behind a location.
Access available parcel boundaries, land use, ownership, and property characteristics to support GIS research, site selection, and AI-powered mapping applications.
Compare properties with greater context.
Access available property characteristics and transaction information across selected properties to support valuation, appraisal, and investment research.
Build with LightBox property intelligence.
Use the Model Context Protocol (MCP) to connect compatible AI assistants, enterprise applications, and custom agents to LightBox property and location data through authenticated, read-only access.
Bring trusted data into conversational and multi-step workflows without manually assembling information from multiple sources.
From a question to property intelligence.
LightBox MCP uses the Model Context Protocol, an open standard that allows compatible AI applications to connect securely with external data and tools.
Instead of switching between applications or manually gathering property information, your AI can request relevant LightBox data as part of your workflow.
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Connect your AI.
Integrate LightBox MCP with compatible AI assistants and custom applications.
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Ask your question.
Research a property, investigate a parcel, or explore ownership information using natural language.
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Access trusted data.
Your AI retrieves available LightBox property intelligence through authenticated, read-only services.
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Put the information to work.
Use the results to support research, property comparisons, and the next step in your workflow.
Already working in real-world AI applications.
Through our Early Access Program, customers are exploring how LightBox MCP can support property research directly within their own AI environments.
One customer has integrated LightBox MCP into its commercial real estate application, enabling its AI assistant to research individual properties and discover commercial parcels through natural-language interactions.
It's an early example of how LightBox property intelligence can support AI-powered workflows without requiring a separate research application.
Your AI application. LightBox property intelligence.
Whether you're an investor evaluating an opportunity, a broker researching properties, a GIS professional exploring parcels, or a developer building an AI-powered application, LightBox MCP brings property intelligence into the tools where you're already working.
Your AI application provides the experience. LightBox provides the property intelligence behind it.
Put LightBox property intelligence to work in your AI.
LightBox MCP is currently available to selected customers and partners through our Early Access Program.
Explore how LightBox data can support your property research, due diligence, and AI-powered applications.
Request Early AccessRequest Early Access
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Faster decisions. Fewer surprises.
Clarity you can stand on.LightBox is the Decision Foundation for the Built World.