> For the complete documentation index, see [llms.txt](https://help.felt.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://help.felt.com/felt-ai.md).

# Felt AI

- [AI assistant](https://help.felt.com/felt-ai/ai-assistant.md): Ask a spatial question and the AI assistant finds the data, runs the analysis, and delivers the answer on the map.
- [MCP integrations](https://help.felt.com/felt-ai/mcp.md): Connect AI tools to Felt to turn natural language into maps, apps, and analysis.
- [More ways to work with AI](https://help.felt.com/felt-ai/more-ways-to-work-with-ai.md): Describe a tool, a popup, or a query, and Felt AI writes the code for you.
- [Prompting tips](https://help.felt.com/felt-ai/prompting-tips.md): How to get the best results from Felt AI — whether you're working with the AI assistant, building Extensions or custom popups, or writing SQL queries.


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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://help.felt.com/felt-ai.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.