Calfire GIS FAQs

Question 1

What is Calfire GIS?

Accepted Answer

Calfire GIS provides AI models with fire damage assessment context for properties affected by the 2025 Eaton and Palisades fires in Los Angeles. It utilizes the Model Context Protocol (MCP) for structured data access.

Question 2

How can I use Calfire GIS with AI models?

Accepted Answer

Calfire GIS uses the Model Context Protocol (MCP), a standard interface for AI models to interact with external tools. This allows models to query the server for specific property information related to fire damage.

Question 3

How can I get started with Calfire GIS?

Accepted Answer

The tool is available as an open-source project. Clone the repository, install the dependencies, configure the environment variables (if needed), and start the server. Detailed instructions and examples are provided in the README.

Question 4

What data does Calfire GIS provide?

Accepted Answer

It offers geocoding, evacuation zone lookup, APN parcel information, and official Fire DINS (Damage Inspection Numbering System) damage assessment data from CAL FIRE.

Question 5

What are the benefits of using the Model Context Protocol (MCP)?

Accepted Answer

MCP provides a structured way for AI models to access external tools, ensuring data integrity, source verification, and proper parameter validation. It simplifies the integration of real-world data with AI.

Calfire GIS

Calfire GIS

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